Unify annotation schemas (EV bcq, VQA + Temporal field union) so HF viewer can load

Schema unification across annotation files so HF's auto-loader stops failing with CastError. Specifically:
- event_verification/warehouse_near_miss: wrap list into bcq dict, rename video_id -> video, add system_prompt.
- vqa: pad each entry with the union of fields across all 5 files.
- temporal_localization: pad each entry with the union of fields across all 3 files.
- data/README.md updated to reflect the unified EV schema.

data/README.md

@@ -51,8 +51,9 @@ Per-entry questions in `vqa/data_jsons/annotations/*.json`. Each entry has `{q_u
 Per-entry questions in `temporal_localization/data_jsons/annotations/*.json`. Each entry has `{vid, question_id, question, duration, …}`; the `answer` timestamps are removed.
 
 ### `event_verification/` — Binary Event Verification
-- **bcq format** (`metropolis_event_verification/`, `tailgating/location_a/`, `tailgating/location_b/`): top-level key `"bcq"` is a list of `{id, video, system_prompt, question}`; the binary `answer` is removed.
-- **simple format** (`warehouse_near_miss/`): a list of `{id, video_id, question}`; the binary `answer` is removed.
+All four annotation files share a unified schema:
+`{"bcq": [{id, video, system_prompt, question}, …]}`. The binary `answer`
+is removed.
 
 ### `pointing/` — 2D Spatial Pointing
 `Vantage2DPointing.tsv` — tab-separated. Each row carries the question and multiple-choice options; the last two ground-truth columns are dropped.

data/event_verification/filtered/warehouse_near_miss/test_annotations.json

@@ -1,232 +1,280 @@
-[
-  {
-    "id": "positive/scene_07_01_00-23-52_to_00-25-33_GoPro1_Fork_Lift_stopped_while_person_crossing_the_isle_08-22",
-    "video_id": "positive/scene_07_01_00-23-52_to_00-25-33_GoPro1_Fork_Lift_stopped_while_person_crossing_the_isle_08-22.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_08_01_00-00-46_to_00-02-20_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_01-15",
-    "video_id": "positive/scene_08_01_00-00-46_to_00-02-20_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_01-15.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_08_02_00-02-20_to_00-04-56_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_08-22",
-    "video_id": "positive/scene_08_02_00-02-20_to_00-04-56_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_08-22.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_08_03_00-04-56_to_00-08-15_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_04-18",
-    "video_id": "positive/scene_08_03_00-04-56_to_00-08-15_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_04-18.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_09_01_00-08-15_to_00-10-22_GoPro1_Fork_Lift_moving_while_person_on_the_phone_crossing_the_isle_06-20",
-    "video_id": "positive/scene_09_01_00-08-15_to_00-10-22_GoPro1_Fork_Lift_moving_while_person_on_the_phone_crossing_the_isle_06-20.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_10_01_00-10-22_to_00-13-12_GoPro1_Fork_Lift_moving_while_person_crossing_the_isle_06-20",
-    "video_id": "positive/scene_10_01_00-10-22_to_00-13-12_GoPro1_Fork_Lift_moving_while_person_crossing_the_isle_06-20.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_11_01_00-13-12_to_00-16-16_GoPro1_Fork_Lift_moving_while_multiple_people_in_the_scene_04-22",
-    "video_id": "positive/scene_11_01_00-13-12_to_00-16-16_GoPro1_Fork_Lift_moving_while_multiple_people_in_the_scene_04-22.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_12_01_00-16-16_to_00-17-31_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_06-20",
-    "video_id": "positive/scene_12_01_00-16-16_to_00-17-31_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_06-20.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_12_02_00-17-31_to_00-19-50_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_02-16",
-    "video_id": "positive/scene_12_02_00-17-31_to_00-19-50_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_02-16.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_14_01_00-19-50_to_00-22-54_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_04-18",
-    "video_id": "positive/scene_14_01_00-19-50_to_00-22-54_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_04-18.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_16_01_00-22-54_to_00-25-38_GoPro1_person_walking_in_front_of_fork_lift_04-48",
-    "video_id": "positive/scene_16_01_00-22-54_to_00-25-38_GoPro1_person_walking_in_front_of_fork_lift_04-48.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_17_01_00-25-38_to_00-27-32_GoPro1_person_running_in_front_of_fork_lift_02-16",
-    "video_id": "positive/scene_17_01_00-25-38_to_00-27-32_GoPro1_person_running_in_front_of_fork_lift_02-16.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_17_02_00-27-32_to_00-30-55_GoPro1_person_running_in_front_of_fork_lift_02-26",
-    "video_id": "positive/scene_17_02_00-27-32_to_00-30-55_GoPro1_person_running_in_front_of_fork_lift_02-26.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_18_01_00-30-55_to_00-33-57_GoPro1_person_jumping_to_not_get_hit_by_the_forklift_00-20",
-    "video_id": "positive/scene_18_01_00-30-55_to_00-33-57_GoPro1_person_jumping_to_not_get_hit_by_the_forklift_00-20.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_19_01_00-33-57_to_00-35-41_GoPro1_fork_lift_moving_backwards_person_cutting_in_front_of_the_fo_04-24",
-    "video_id": "positive/scene_19_01_00-33-57_to_00-35-41_GoPro1_fork_lift_moving_backwards_person_cutting_in_front_of_the_fo_04-24.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_20_01_00-35-41_to_00-37-23_GoPro1_fork_lift_going_backwards_person_running_passed_04-22",
-    "video_id": "positive/scene_20_01_00-35-41_to_00-37-23_GoPro1_fork_lift_going_backwards_person_running_passed_04-22.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_21_01_00-37-23_to_00-39-30_GoPro1_fork_lift_going_backwards_person_stops_06-24",
-    "video_id": "positive/scene_21_01_00-37-23_to_00-39-30_GoPro1_fork_lift_going_backwards_person_stops_06-24.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_22_01_00-39-30_to_00-45-36_GoPro1_fork_lift_moving_person_hesitating_and_stepping_back_01-20",
-    "video_id": "positive/scene_22_01_00-39-30_to_00-45-36_GoPro1_fork_lift_moving_person_hesitating_and_stepping_back_01-20.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_23_01_00-45-36_to_00-49-03_GoPro1_boxes_blocking_the_view_of_the_driver_and_person_crossing_06-26",
-    "video_id": "positive/scene_23_01_00-45-36_to_00-49-03_GoPro1_boxes_blocking_the_view_of_the_driver_and_person_crossing_06-26.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_25_01_00-02-02_to_00-05-05_GoPro1_person_working_on_boxes_while_fork_lift_approaches_06-30",
-    "video_id": "positive/scene_25_01_00-02-02_to_00-05-05_GoPro1_person_working_on_boxes_while_fork_lift_approaches_06-30.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_26_01_00-05-05_to_00-08-50_GoPro1_same_as_above_person_jumping_05-24",
-    "video_id": "positive/scene_26_01_00-05-05_to_00-08-50_GoPro1_same_as_above_person_jumping_05-24.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "positive/scene_27_01_00-08-50_to_00-15-25_GoPro1_person_bending_down_fork_lift_moving_forward_10-30",
-    "video_id": "positive/scene_27_01_00-08-50_to_00-15-25_GoPro1_person_bending_down_fork_lift_moving_forward_10-30.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T1_C2_CS_S13T1_1-12-11-59_chunk_5__event_005_5",
-    "video_id": "negative/Scene_13_S13T1_C2_CS_S13T1_1-12-11-59_chunk_5__event_005_5.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T3_C5_AS_S13T3_01-18-12-10_chunk_2__event_001_1",
-    "video_id": "negative/Scene_13_S13T3_C5_AS_S13T3_01-18-12-10_chunk_2__event_001_1.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_5__event_008_8",
-    "video_id": "negative/Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_5__event_008_8.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_6__event_001_1",
-    "video_id": "negative/Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_6__event_001_1.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T4_C5_AS_S13T4_00-58-12-14_chunk_5__event_004_4",
-    "video_id": "negative/Scene_13_S13T4_C5_AS_S13T4_00-58-12-14_chunk_5__event_004_4.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_1__event_004_4",
-    "video_id": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_1__event_004_4.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_5__event_004_4",
-    "video_id": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_5__event_004_4.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_6__event_001_1",
-    "video_id": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_6__event_001_1.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T5_C2_AS_S13T5_0-51-11-39_chunk_5__event_004_4",
-    "video_id": "negative/Scene_13_S13T5_C2_AS_S13T5_0-51-11-39_chunk_5__event_004_4.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T5_C3_AS_S13T5_0-53-11-38_chunk_5__event_004_4",
-    "video_id": "negative/Scene_13_S13T5_C3_AS_S13T5_0-53-11-38_chunk_5__event_004_4.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T5_C4_AS_S13T5_0-53-11-39_chunk_5__event_004_4",
-    "video_id": "negative/Scene_13_S13T5_C4_AS_S13T5_0-53-11-39_chunk_5__event_004_4.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_13_S13T5_C6_AS_S13T5_00-29-11-15_chunk_5__event_003_3",
-    "video_id": "negative/Scene_13_S13T5_C6_AS_S13T5_00-29-11-15_chunk_5__event_003_3.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_4_S4T4_C2_CV_S4T4_00-54-10-48_chunk_5__event_001_1",
-    "video_id": "negative/Scene_4_S4T4_C2_CV_S4T4_00-54-10-48_chunk_5__event_001_1.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_4_S4T4_C4_CS_S4T4_00-54-10-48_chunk_4__event_003_3",
-    "video_id": "negative/Scene_4_S4T4_C4_CS_S4T4_00-54-10-48_chunk_4__event_003_3.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_1__event_004_4",
-    "video_id": "negative/Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_1__event_004_4.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_5__event_002_2",
-    "video_id": "negative/Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_5__event_002_2.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/scene_01_01_00-00-00_to_00-07-34_GoPro1_Calibration_with_people_walking_around_06-26",
-    "video_id": "negative/scene_01_01_00-00-00_to_00-07-34_GoPro1_Calibration_with_people_walking_around_06-26.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/scene_02_01_00-07-34_to_00-11-38_GoPro1_Forklifts_being_moved_out_of_the_way_06-26",
-    "video_id": "negative/scene_02_01_00-07-34_to_00-11-38_GoPro1_Forklifts_being_moved_out_of_the_way_06-26.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/scene_04_01_00-11-38_to_00-19-46_GoPro1_Forklift_entering_the_aisle_no_pedestrians_around_06-26",
-    "video_id": "negative/scene_04_01_00-11-38_to_00-19-46_GoPro1_Forklift_entering_the_aisle_no_pedestrians_around_06-26.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/scene_05_01_00-19-46_to_00-21-03_GoPro1_Fork_Lift_crossing_people_crossing_afterwards_06-26",
-    "video_id": "negative/scene_05_01_00-19-46_to_00-21-03_GoPro1_Fork_Lift_crossing_people_crossing_afterwards_06-26.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/scene_06_01_00-21-03_to_00-23-52_GoPro1_Fork_Lift_crossing_people_following_the_forklift_06-26",
-    "video_id": "negative/scene_06_01_00-21-03_to_00-23-52_GoPro1_Fork_Lift_crossing_people_following_the_forklift_06-26.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/scene_28_01_00-15-25_to_00-27-58_GoPro1_boxes_falling_04-22",
-    "video_id": "negative/scene_28_01_00-15-25_to_00-27-58_GoPro1_boxes_falling_04-22.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/scene_29_01_00-01-07_to_00-10-18_GoPro1_driver_picks_up_trash_00-50",
-    "video_id": "negative/scene_29_01_00-01-07_to_00-10-18_GoPro1_driver_picks_up_trash_00-50.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  },
-  {
-    "id": "negative/scene_29_01_00-09-27_to_00-12-53_GoPro1_driver_picks_up_trash_00-20",
-    "video_id": "negative/scene_29_01_00-09-27_to_00-12-53_GoPro1_driver_picks_up_trash_00-20.mp4",
-    "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
-  }
-]
+{
+  "bcq": [
+    {
+      "id": "positive/scene_07_01_00-23-52_to_00-25-33_GoPro1_Fork_Lift_stopped_while_person_crossing_the_isle_08-22",
+      "video": "positive/scene_07_01_00-23-52_to_00-25-33_GoPro1_Fork_Lift_stopped_while_person_crossing_the_isle_08-22.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_08_01_00-00-46_to_00-02-20_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_01-15",
+      "video": "positive/scene_08_01_00-00-46_to_00-02-20_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_01-15.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_08_02_00-02-20_to_00-04-56_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_08-22",
+      "video": "positive/scene_08_02_00-02-20_to_00-04-56_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_08-22.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_08_03_00-04-56_to_00-08-15_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_04-18",
+      "video": "positive/scene_08_03_00-04-56_to_00-08-15_GoPro1_Fork_Lift_crossing_while_person_running_in_front_of_it_04-18.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_09_01_00-08-15_to_00-10-22_GoPro1_Fork_Lift_moving_while_person_on_the_phone_crossing_the_isle_06-20",
+      "video": "positive/scene_09_01_00-08-15_to_00-10-22_GoPro1_Fork_Lift_moving_while_person_on_the_phone_crossing_the_isle_06-20.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_10_01_00-10-22_to_00-13-12_GoPro1_Fork_Lift_moving_while_person_crossing_the_isle_06-20",
+      "video": "positive/scene_10_01_00-10-22_to_00-13-12_GoPro1_Fork_Lift_moving_while_person_crossing_the_isle_06-20.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_11_01_00-13-12_to_00-16-16_GoPro1_Fork_Lift_moving_while_multiple_people_in_the_scene_04-22",
+      "video": "positive/scene_11_01_00-13-12_to_00-16-16_GoPro1_Fork_Lift_moving_while_multiple_people_in_the_scene_04-22.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_12_01_00-16-16_to_00-17-31_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_06-20",
+      "video": "positive/scene_12_01_00-16-16_to_00-17-31_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_06-20.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_12_02_00-17-31_to_00-19-50_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_02-16",
+      "video": "positive/scene_12_02_00-17-31_to_00-19-50_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_02-16.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_14_01_00-19-50_to_00-22-54_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_04-18",
+      "video": "positive/scene_14_01_00-19-50_to_00-22-54_GoPro1_Fork_Lift_moving_while_person_walking_behind_the_forklift_04-18.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_16_01_00-22-54_to_00-25-38_GoPro1_person_walking_in_front_of_fork_lift_04-48",
+      "video": "positive/scene_16_01_00-22-54_to_00-25-38_GoPro1_person_walking_in_front_of_fork_lift_04-48.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_17_01_00-25-38_to_00-27-32_GoPro1_person_running_in_front_of_fork_lift_02-16",
+      "video": "positive/scene_17_01_00-25-38_to_00-27-32_GoPro1_person_running_in_front_of_fork_lift_02-16.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_17_02_00-27-32_to_00-30-55_GoPro1_person_running_in_front_of_fork_lift_02-26",
+      "video": "positive/scene_17_02_00-27-32_to_00-30-55_GoPro1_person_running_in_front_of_fork_lift_02-26.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_18_01_00-30-55_to_00-33-57_GoPro1_person_jumping_to_not_get_hit_by_the_forklift_00-20",
+      "video": "positive/scene_18_01_00-30-55_to_00-33-57_GoPro1_person_jumping_to_not_get_hit_by_the_forklift_00-20.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_19_01_00-33-57_to_00-35-41_GoPro1_fork_lift_moving_backwards_person_cutting_in_front_of_the_fo_04-24",
+      "video": "positive/scene_19_01_00-33-57_to_00-35-41_GoPro1_fork_lift_moving_backwards_person_cutting_in_front_of_the_fo_04-24.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_20_01_00-35-41_to_00-37-23_GoPro1_fork_lift_going_backwards_person_running_passed_04-22",
+      "video": "positive/scene_20_01_00-35-41_to_00-37-23_GoPro1_fork_lift_going_backwards_person_running_passed_04-22.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_21_01_00-37-23_to_00-39-30_GoPro1_fork_lift_going_backwards_person_stops_06-24",
+      "video": "positive/scene_21_01_00-37-23_to_00-39-30_GoPro1_fork_lift_going_backwards_person_stops_06-24.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_22_01_00-39-30_to_00-45-36_GoPro1_fork_lift_moving_person_hesitating_and_stepping_back_01-20",
+      "video": "positive/scene_22_01_00-39-30_to_00-45-36_GoPro1_fork_lift_moving_person_hesitating_and_stepping_back_01-20.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_23_01_00-45-36_to_00-49-03_GoPro1_boxes_blocking_the_view_of_the_driver_and_person_crossing_06-26",
+      "video": "positive/scene_23_01_00-45-36_to_00-49-03_GoPro1_boxes_blocking_the_view_of_the_driver_and_person_crossing_06-26.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_25_01_00-02-02_to_00-05-05_GoPro1_person_working_on_boxes_while_fork_lift_approaches_06-30",
+      "video": "positive/scene_25_01_00-02-02_to_00-05-05_GoPro1_person_working_on_boxes_while_fork_lift_approaches_06-30.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_26_01_00-05-05_to_00-08-50_GoPro1_same_as_above_person_jumping_05-24",
+      "video": "positive/scene_26_01_00-05-05_to_00-08-50_GoPro1_same_as_above_person_jumping_05-24.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "positive/scene_27_01_00-08-50_to_00-15-25_GoPro1_person_bending_down_fork_lift_moving_forward_10-30",
+      "video": "positive/scene_27_01_00-08-50_to_00-15-25_GoPro1_person_bending_down_fork_lift_moving_forward_10-30.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T1_C2_CS_S13T1_1-12-11-59_chunk_5__event_005_5",
+      "video": "negative/Scene_13_S13T1_C2_CS_S13T1_1-12-11-59_chunk_5__event_005_5.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T3_C5_AS_S13T3_01-18-12-10_chunk_2__event_001_1",
+      "video": "negative/Scene_13_S13T3_C5_AS_S13T3_01-18-12-10_chunk_2__event_001_1.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_5__event_008_8",
+      "video": "negative/Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_5__event_008_8.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_6__event_001_1",
+      "video": "negative/Scene_13_S13T4_C4_AS_S13T4_1-12-12-28_chunk_6__event_001_1.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T4_C5_AS_S13T4_00-58-12-14_chunk_5__event_004_4",
+      "video": "negative/Scene_13_S13T4_C5_AS_S13T4_00-58-12-14_chunk_5__event_004_4.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_1__event_004_4",
+      "video": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_1__event_004_4.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_5__event_004_4",
+      "video": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_5__event_004_4.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_6__event_001_1",
+      "video": "negative/Scene_13_S13T4_C6_AS_S13T4_00-43-11-59_chunk_6__event_001_1.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T5_C2_AS_S13T5_0-51-11-39_chunk_5__event_004_4",
+      "video": "negative/Scene_13_S13T5_C2_AS_S13T5_0-51-11-39_chunk_5__event_004_4.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T5_C3_AS_S13T5_0-53-11-38_chunk_5__event_004_4",
+      "video": "negative/Scene_13_S13T5_C3_AS_S13T5_0-53-11-38_chunk_5__event_004_4.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T5_C4_AS_S13T5_0-53-11-39_chunk_5__event_004_4",
+      "video": "negative/Scene_13_S13T5_C4_AS_S13T5_0-53-11-39_chunk_5__event_004_4.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_13_S13T5_C6_AS_S13T5_00-29-11-15_chunk_5__event_003_3",
+      "video": "negative/Scene_13_S13T5_C6_AS_S13T5_00-29-11-15_chunk_5__event_003_3.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_4_S4T4_C2_CV_S4T4_00-54-10-48_chunk_5__event_001_1",
+      "video": "negative/Scene_4_S4T4_C2_CV_S4T4_00-54-10-48_chunk_5__event_001_1.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_4_S4T4_C4_CS_S4T4_00-54-10-48_chunk_4__event_003_3",
+      "video": "negative/Scene_4_S4T4_C4_CS_S4T4_00-54-10-48_chunk_4__event_003_3.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_1__event_004_4",
+      "video": "negative/Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_1__event_004_4.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_5__event_002_2",
+      "video": "negative/Scene_4_S4T4_C6_CS_S4T4_00-54-10-48_chunk_5__event_002_2.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/scene_01_01_00-00-00_to_00-07-34_GoPro1_Calibration_with_people_walking_around_06-26",
+      "video": "negative/scene_01_01_00-00-00_to_00-07-34_GoPro1_Calibration_with_people_walking_around_06-26.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/scene_02_01_00-07-34_to_00-11-38_GoPro1_Forklifts_being_moved_out_of_the_way_06-26",
+      "video": "negative/scene_02_01_00-07-34_to_00-11-38_GoPro1_Forklifts_being_moved_out_of_the_way_06-26.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/scene_04_01_00-11-38_to_00-19-46_GoPro1_Forklift_entering_the_aisle_no_pedestrians_around_06-26",
+      "video": "negative/scene_04_01_00-11-38_to_00-19-46_GoPro1_Forklift_entering_the_aisle_no_pedestrians_around_06-26.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/scene_05_01_00-19-46_to_00-21-03_GoPro1_Fork_Lift_crossing_people_crossing_afterwards_06-26",
+      "video": "negative/scene_05_01_00-19-46_to_00-21-03_GoPro1_Fork_Lift_crossing_people_crossing_afterwards_06-26.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/scene_06_01_00-21-03_to_00-23-52_GoPro1_Fork_Lift_crossing_people_following_the_forklift_06-26",
+      "video": "negative/scene_06_01_00-21-03_to_00-23-52_GoPro1_Fork_Lift_crossing_people_following_the_forklift_06-26.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/scene_28_01_00-15-25_to_00-27-58_GoPro1_boxes_falling_04-22",
+      "video": "negative/scene_28_01_00-15-25_to_00-27-58_GoPro1_boxes_falling_04-22.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/scene_29_01_00-01-07_to_00-10-18_GoPro1_driver_picks_up_trash_00-50",
+      "video": "negative/scene_29_01_00-01-07_to_00-10-18_GoPro1_driver_picks_up_trash_00-50.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    },
+    {
+      "id": "negative/scene_29_01_00-09-27_to_00-12-53_GoPro1_driver_picks_up_trash_00-20",
+      "video": "negative/scene_29_01_00-09-27_to_00-12-53_GoPro1_driver_picks_up_trash_00-20.mp4",
+      "system_prompt": "You are an industrial safety analyst reviewing warehouse video. Determine whether the clip depicts a near-miss collision between a person and a forklift (or other powered vehicle). Answer Yes or No.",
+      "question": "Please tell whether the video contains near-miss collision between person and forklift. Your final answer should be either Yes or No."
+    }
+  ]
+}

data/temporal_localization/data_jsons/annotations/nv_lita_benchmark.json

@@ -2,271 +2,406 @@
   {
     "vid": "Warehouse_240219_GoPro_7_GX010600_400",
     "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_0",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what time in the video does \"A man drives a forklift behind three workers\" take place? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.026633
   },
   {
     "vid": "Warehouse_240219_GoPro_7_GX010600_400",
     "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_1",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what time in the video does \"Three factory workers in green vests wearing yellow hats talk\" take place? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.026633
   },
   {
     "vid": "Warehouse_240219_GoPro_7_GX010600_400",
     "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_2",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When does \"The three workers move out of the way of the forklift\" happen in the video? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.026633
   },
   {
     "vid": "Warehouse_240219_GoPro_7_GX010600_400",
     "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_3",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When does \"The forklift moves forward and rotates 90 degrees in front of a shelf of boxes\" happen in the video? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.026633
   },
   {
     "vid": "Warehouse_240219_GoPro_7_GX010600_400",
     "question_id": "Warehouse_240219_GoPro_7_GX010600_400.mp4_4",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what time in the video does \"The forklift lifts its arm and inserts it into a shelf of boxes\" take place? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.026633
   },
   {
     "vid": "Warehouse_240219_GoPro_7_GX010600_500",
     "question_id": "Warehouse_240219_GoPro_7_GX010600_500.mp4_0",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When is \"A forklift's bars go underneath boxes on a shelf\" depicted in the video? Provide a response using only start and end timestamps.",
     "duration": 60.026633
   },
   {
     "vid": "Warehouse_240219_GoPro_7_GX010600_500",
     "question_id": "Warehouse_240219_GoPro_7_GX010600_500.mp4_1",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When is \"The forklift slowly takes the boxes off of the shelf\" depicted in the video? Answer the question only using start and end timestamps.",
     "duration": 60.026633
   },
   {
     "vid": "Warehouse_240219_GoPro_7_GX010600_500",
     "question_id": "Warehouse_240219_GoPro_7_GX010600_500.mp4_2",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When does \"The forklift drives into the distance\" happen in the video? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.026633
   },
   {
     "vid": "concat_wh_52_0",
     "question_id": "concat_wh_52_0.mp4_0",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When is \"A box falls\" depicted in the video? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_0",
     "question_id": "concat_wh_52_0.mp4_1",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"The forklift waits for the robot in its way\" happen? Provide a response using only start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_0",
     "question_id": "concat_wh_52_0.mp4_2",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"A worker walks to the box\" happen? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_0",
     "question_id": "concat_wh_52_0.mp4_3",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When does \"A lady picks up the box\" happen in the video? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_0",
     "question_id": "concat_wh_52_0.mp4_4",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"The worker walks back\" happen? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_0",
     "question_id": "concat_wh_52_0.mp4_5",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"The box falls again\" happen? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_0",
     "question_id": "concat_wh_52_0.mp4_6",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"The lady picks up the box again\" happen? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_0",
     "question_id": "concat_wh_52_0.mp4_7",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what time in the video does \"The forklift moves forward\" take place? Provide a response using only start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_0",
     "question_id": "concat_wh_52_0.mp4_8",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"The forklift's arms go up to pick up boxes\" happen? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_300",
     "question_id": "concat_wh_52_300.mp4_0",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"A forklift with boxes moves forward\" happen? Provide a response using only start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_300",
     "question_id": "concat_wh_52_300.mp4_1",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"People cross in front of the forklift\" happen? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_300",
     "question_id": "concat_wh_52_300.mp4_2",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"The forklift moves forward\" happen? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_300",
     "question_id": "concat_wh_52_300.mp4_3",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When is \"The forklift's arms go up with boxes on top\" depicted in the video? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_910",
     "question_id": "concat_wh_52_910.mp4_0",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When does \"A forklift removes boxes from the shelf\" happen in the video? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_910",
     "question_id": "concat_wh_52_910.mp4_1",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When is \"People without uniforms are walking in the warehouse\" depicted in the video? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_910",
     "question_id": "concat_wh_52_910.mp4_2",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"A forklift with boxes on it moves forward\" happen? Provide a response using only start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_910",
     "question_id": "concat_wh_52_910.mp4_3",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When is \"There are boxes on the floor\" depicted in the video? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_910",
     "question_id": "concat_wh_52_910.mp4_4",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When does \"The forklift is stuck because of boxes on the floor\" happen in the video? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_910",
     "question_id": "concat_wh_52_910.mp4_5",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When is \"People remove the boxes\" depicted in the video? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_910",
     "question_id": "concat_wh_52_910.mp4_6",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"The forklift with boxes on it moves forward\" happen? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_1890",
     "question_id": "concat_wh_52_1890.mp4_0",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When does \"A worker wearing a protective vest and yellow hard hat walks forward and smiles\" happen in the video? Provide a response using only start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_1890",
     "question_id": "concat_wh_52_1890.mp4_1",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"A worker takes of his hat and puts it back on\" happen? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_1890",
     "question_id": "concat_wh_52_1890.mp4_2",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"A cart with boxes on it arrives\" happen? Provide a response using only start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_1890",
     "question_id": "concat_wh_52_1890.mp4_3",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When does \"Workers move boxes down a conveyor belt\" happen in the video? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_1890",
     "question_id": "concat_wh_52_1890.mp4_4",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When is \"A box falls off the conveyor belt\" depicted in the video? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_1890",
     "question_id": "concat_wh_52_1890.mp4_5",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"A box falls off the conveyor belt\" happen? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_1890",
     "question_id": "concat_wh_52_1890.mp4_6",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what time in the video does \"A box falls off the conveyor belt\" take place? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_1890",
     "question_id": "concat_wh_52_1890.mp4_7",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"Workers are chitchatting\" happen? Provide a response using only start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_1890",
     "question_id": "concat_wh_52_1890.mp4_8",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"A man in a white shirt without a uniform is holding his phone and walking\" happen? Convey your answer using start and end timestamps exclusively.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_1890",
     "question_id": "concat_wh_52_1890.mp4_9",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"Two people wearing dark clothes and no uniform are walking and chatting\" happen? Answer the question only using start and end timestamps.",
     "duration": 60.0
   },
   {
     "vid": "concat_wh_52_2925",
     "question_id": "concat_wh_52_2925.mp4_0",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"A robot carrying a box is still in a warehouse, and there are people on the sides\" happen? Provide a response using only start and end timestamps.",
     "duration": 59.562
   },
   {
     "vid": "concat_wh_52_2925",
     "question_id": "concat_wh_52_2925.mp4_1",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what time in the video does \"A box falls off the robot\" take place? Answer the question only using start and end timestamps.",
     "duration": 59.562
   },
   {
     "vid": "concat_wh_52_2925",
     "question_id": "concat_wh_52_2925.mp4_2",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"A man wearing white without uniform walks closer to the camera\" happen? Provide a response using only start and end timestamps.",
     "duration": 59.562
   },
   {
     "vid": "concat_wh_52_2925",
     "question_id": "concat_wh_52_2925.mp4_3",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When does \"A man puts the box back on the robot\" happen in the video? Convey your answer using start and end timestamps exclusively.",
     "duration": 59.562
   },
   {
     "vid": "concat_wh_52_2925",
     "question_id": "concat_wh_52_2925.mp4_4",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what time in the video does \"The man wearing white without uniform walks away\" take place? Answer the question only using start and end timestamps.",
     "duration": 59.562
   },
   {
     "vid": "concat_wh_52_2925",
     "question_id": "concat_wh_52_2925.mp4_5",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "At what point in the video does \"A forklift moves closer to the camera\" happen? Provide a response using only start and end timestamps.",
     "duration": 59.562
   },
   {
     "vid": "concat_wh_52_2925",
     "question_id": "concat_wh_52_2925.mp4_6",
+    "industry": "",
+    "event_type": "",
+    "task_type": "",
     "question": "When does \"A robot with a box is blocking the forklift\" happen in the video? Provide a response using only start and end timestamps.",
     "duration": 59.562
   }
-]
+]

data/temporal_localization/data_jsons/annotations/output_llava_temporal.json

@@ -5624,4 +5624,4 @@
     "question": "When does the bicycle enter the frame from the right and exit from the left?  happen in the video? Answer the question only using start and end timestamps.",
     "duration": 33.3333
   }
-]
+]

data/vqa/data_jsons/annotations/metrics_temporal_filtered_ss.json

@@ -1,6 +1,12 @@
 [
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010071_Clip_4.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "Which of the following is true according to the segment?",
     "options": [
       "everyone is holding something",
@@ -8,10 +14,16 @@
       "no one is carrying a laptop",
       "only one person at a time can leave the room"
     ],
-    "q_uid": "GX010071_Clip_4.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010071_Clip_6.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "In the scene, what caused the transparent gate to open?",
     "options": [
       "A man touching a metal part of the transparent gate",
@@ -19,10 +31,16 @@
       "The door opens automatically as the person approaches",
       "None of the above"
     ],
-    "q_uid": "GX010071_Clip_6.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010032_Clip_2.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "In the scene, what is causing the transparent gates to open?",
     "options": [
       "People scanning cards beside the transparent doors",
@@ -30,10 +48,16 @@
       "It senses a person approaching and opens automatically",
       "None of the above"
     ],
-    "q_uid": "GX010032_Clip_2.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010014_Clip_1.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What is causing the transparent gates to open?",
     "options": [
       "People scanning cards beside the gates",
@@ -41,10 +65,16 @@
       "When someone approaches, the gate automatically opens after detecting their presence",
       "None of the above"
     ],
-    "q_uid": "GX010014_Clip_1.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010031_Clip_3.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "Why was the person wearing a black T-shirt stopped by others near the door?",
     "options": [
       "was for higher level",
@@ -52,10 +82,16 @@
       "privacy purpose",
       "both a and c"
     ],
-    "q_uid": "GX010031_Clip_3.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010029_Clip_6.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "Why did the door on the right close?",
     "options": [
       "A person pulling the door",
@@ -63,10 +99,16 @@
       "A person rotating the door handle",
       "None of the above"
     ],
-    "q_uid": "GX010029_Clip_6.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010030_Clip_2.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "In the scene, what is causing the turnstiles to open?",
     "options": [
       "People pushing a button beside the turnstile",
@@ -74,10 +116,16 @@
       "When someone approaches the turnstile, it detects their presence and opens automatically",
       "None of the above"
     ],
-    "q_uid": "GX010030_Clip_2.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010069_Clip_8.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What caused the door to close?",
     "options": [
       "The door being closed automatically",
@@ -85,10 +133,16 @@
       "A person scanning a card beside the door",
       "None of the above"
     ],
-    "q_uid": "GX010069_Clip_8.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010070_Clip_4.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What is the least likely reason the person stood alone, folding his hands, before others?",
     "options": [
       "had permission to exit early",
@@ -96,10 +150,16 @@
       "skipped a meeting and reached early",
       "a secret force pulled him ahead"
     ],
-    "q_uid": "GX010070_Clip_4.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010069_Clip_5.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What caused the door to close?",
     "options": [
       "closed automatically",
@@ -107,10 +167,16 @@
       "a man pulling the door",
       "none of the above"
     ],
-    "q_uid": "GX010069_Clip_5.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010012_Clip_4.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What caused the transparent gate to open and close?",
     "options": [
       "People open and close it manually",
@@ -118,10 +184,16 @@
       "There is a switch near the gate",
       "The gate opens and closes randomly"
     ],
-    "q_uid": "GX010012_Clip_4.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010030_Clip_1.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What caused the transparent doors to open in the video segment?",
     "options": [
       "A vehicle passing through",
@@ -129,10 +201,16 @@
       "Objects passing through",
       "None of the above"
     ],
-    "q_uid": "GX010030_Clip_1.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010011_Clip_3.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What caused the door to open?",
     "options": [
       "A person swiping a card beside the door",
@@ -140,10 +218,16 @@
       "Both a and b",
       "None of the above"
     ],
-    "q_uid": "GX010011_Clip_3.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010029_Clip_7.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What caused the door to open?",
     "options": [
       "A person scanning a card beside the door",
@@ -151,10 +235,16 @@
       "Both a and b",
       "None of the above"
     ],
-    "q_uid": "GX010029_Clip_7.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010030_Clip_4.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "When the first person walked up to the transparent door, why did it open?",
     "options": [
       "The person scanned a card beside the door",
@@ -162,10 +252,16 @@
       "The person clicked a button beside the door",
       "None of the above"
     ],
-    "q_uid": "GX010030_Clip_4.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010029_Clip_4.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "Why does the man wearing the black outfit near the door push a small card against the black object on the white wall beside the door?",
     "options": [
       "To change the color of the wall",
@@ -173,19 +269,31 @@
       "To gain access to the room and unlock the door",
       "None of the above"
     ],
-    "q_uid": "GX010029_Clip_4.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010069_Clip_4.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "Did two people in the video tailgate?",
     "options": [
       "Yes",
       "No"
     ],
-    "q_uid": "GX010069_Clip_4.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010011_Clip_9.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What caused the people who entered the room to close the door twice?",
     "options": [
       "maintain privacy",
@@ -193,10 +301,16 @@
       "focus on work",
       "all of the above"
     ],
-    "q_uid": "GX010011_Clip_9.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010011_Clip_9.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What caused the third person not to punch his card while entering the room?",
     "options": [
       "forgot his card",
@@ -204,10 +318,16 @@
       "Forgot to punch the card",
       "all of the above"
     ],
-    "q_uid": "GX010011_Clip_9.mp4"
+    "dimension": "Temporal reasoning"
   },
   {
-    "dimension": "Temporal reasoning",
+    "q_uid": "GX010011_Clip_4.mp4",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What caused the door to open?",
     "options": [
       "A man swiping a card beside the door",
@@ -215,6 +335,6 @@
       "Both a and b",
       "None of the above"
     ],
-    "q_uid": "GX010011_Clip_4.mp4"
+    "dimension": "Temporal reasoning"
   }
-]
+]

data/vqa/data_jsons/annotations/metrics_temporal_wo_ss.json

@@ -1,24 +1,36 @@
 [
   {
     "q_uid": "concat_wh_52_0_0.mp4",
-    "dimension": "Temporal reasoning",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What caused the box to fall?",
     "options": [
       "The black object under the box moves away",
       "A person hits the box",
       "An object hits the box",
       "None of the above"
-    ]
+    ],
+    "dimension": "Temporal reasoning"
   },
   {
     "q_uid": "concat_wh_52_0_1.mp4",
-    "dimension": "Temporal reasoning",
+    "industry": "",
+    "event_type": "",
+    "start_time": null,
+    "end_time": null,
+    "video_duration": null,
+    "task_type": "",
     "question": "What caused the box to fall?",
     "options": [
       "The box is not properly placed on the moving black object",
       "A person hitting the box",
       "An object hits the box",
       "None of the above"
-    ]
+    ],
+    "dimension": "Temporal reasoning"
   }
-]
+]