| { |
| "rater": { |
| "id": "test_test_com", |
| "name": "test", |
| "email": "test@test.com", |
| "note": "", |
| "started_at": "2026-05-12T09:26:32.619Z", |
| "submitted_at": null, |
| "chosen_case_ids": [ |
| "cr_016", |
| "cr_023", |
| "cr_064", |
| "cr_104", |
| "intake_img_005", |
| "intake_img_008", |
| "intake_img_018", |
| "intake_img_036", |
| "intake_img_037", |
| "intake_img_046" |
| ] |
| }, |
| "anonymize_used": true, |
| "is_admin": false, |
| "rubric": [ |
| { |
| "key": "instruction_following", |
| "name": "Instruction following", |
| "hint": "Re-read the prompt — especially the red-highlighted phrases — before scoring.", |
| "questions": [ |
| { |
| "key": "controllability", |
| "name": "Controllability", |
| "desc": "Does the video respond to control signals (BGM, subtitle etc)?" |
| }, |
| { |
| "key": "prompt_adherence", |
| "name": "Prompt adherence", |
| "desc": "Does the content match what the prompt described (subjects, actions, setting, time, and story arc)? Focus primarily on the prompt's text content." |
| }, |
| { |
| "key": "no_irrelevant_frames", |
| "name": "No irrelevant frames", |
| "desc": "Does the video stay on-prompt? Higher = fewer / no frames or content that weren't asked for by the prompt." |
| } |
| ] |
| }, |
| { |
| "key": "temporal_consistency", |
| "name": "Temporal consistency", |
| "hint": "Focus on how characters, objects, and the environment change across frames.", |
| "questions": [ |
| { |
| "key": "person_stability", |
| "name": "Person stability", |
| "desc": "Faces, identities, and body proportions stay consistent across frames." |
| }, |
| { |
| "key": "object_stability", |
| "name": "Object stability", |
| "desc": "Props, clothing, and objects keep their shape and position over time." |
| }, |
| { |
| "key": "environment_stability", |
| "name": "Environment stability", |
| "desc": "Background, lighting, and scene layout stay coherent across frames (including absence of brightness / color / texture flicker)." |
| } |
| ] |
| }, |
| { |
| "key": "motion_realism", |
| "name": "Realism", |
| "hint": "Notice obvious out-of-place or unnatural moments in the video.", |
| "questions": [ |
| { |
| "key": "realism", |
| "name": "Static realism", |
| "desc": "Photorealism or stylistic fidelity (per-frame appearance). When the prompt specifies a style, the video should match it. No uncanny or broken artifacts." |
| }, |
| { |
| "key": "motion_logic", |
| "name": "Motion logic", |
| "desc": "Does body and object motion flow smoothly and follow physical / logical patterns (gravity, collisions, fluid / cloth dynamics)? No warping, teleporting, nonsensical, or impossible movements. Score low if there is little to no motion." |
| }, |
| { |
| "key": "camera", |
| "name": "Camera", |
| "desc": "Camera movement (pan, dolly, focal change) feels natural and intentional. Score low if there is little to no camera movement." |
| } |
| ] |
| } |
| ], |
| "progress_saved_at": "2026-05-12T09:30:58.131Z", |
| "completeness": { |
| "done": 12, |
| "expected": 270, |
| "missing_count": 258 |
| }, |
| "cases": [ |
| { |
| "id": "cr_016", |
| "category": "cr", |
| "prompt": "Make a supernatural-suspense animated short drama — at midnight inside the old wing of a psychiatric hospital, the new male intern discovers that Room 304 plays a thirty-year-old recording every single night by itself. When he finally pushes that door open, he sees his ten-year-old self standing inside. Add ambient sounds: faint electrical hum, hollow corridor reverb, and distant sobbing.", |
| "videos": [ |
| { |
| "slot": "A", |
| "slot_index": 0, |
| "original_index": 2, |
| "model": "univa", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_016_univa.mp4", |
| "ratings": { |
| "camera": 3, |
| "no_irrelevant_frames": 1 |
| } |
| }, |
| { |
| "slot": "B", |
| "slot_index": 1, |
| "original_index": 1, |
| "model": "baseline", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_016_baseline.mp4", |
| "ratings": { |
| "realism": 4, |
| "prompt_adherence": 3, |
| "controllability": 1, |
| "person_stability": 5, |
| "environment_stability": 4, |
| "camera": 5, |
| "no_irrelevant_frames": 1 |
| } |
| }, |
| { |
| "slot": "C", |
| "slot_index": 2, |
| "original_index": 0, |
| "model": "ours", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_016_ours.mp4", |
| "ratings": { |
| "object_stability": 3, |
| "camera": 5, |
| "no_irrelevant_frames": 2 |
| } |
| } |
| ] |
| }, |
| { |
| "id": "cr_023", |
| "category": "cr", |
| "prompt": "Make a period rebirth-revenge palace-intrigue animated short drama — the disgraced former Empress Liu Ruyan, poisoned to death in a cold palace by her own elder sister in her past life, wakes up reborn on the day before she enters the palace. This time she vows to force every betrayer in her past life to kneel before her, one by one.", |
| "videos": [ |
| { |
| "slot": "A", |
| "slot_index": 0, |
| "original_index": 0, |
| "model": "ours", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_023_ours.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "B", |
| "slot_index": 1, |
| "original_index": 1, |
| "model": "baseline", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_023_baseline.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "C", |
| "slot_index": 2, |
| "original_index": 2, |
| "model": "univa", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_023_univa.mp4", |
| "ratings": {} |
| } |
| ] |
| }, |
| { |
| "id": "cr_064", |
| "category": "cr", |
| "prompt": "Make a zombie-apocalypse animated short drama — day seven of the outbreak, a small squad led by a former special-ops captain and a female doctor cuts through zombie-infested underground tunnels in search of the legendary vaccine lab. Add ambient sounds: zombie shrieks, distant air-raid sirens, and wind whipping through ruined corridors.", |
| "videos": [ |
| { |
| "slot": "A", |
| "slot_index": 0, |
| "original_index": 1, |
| "model": "baseline", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_064_baseline.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "B", |
| "slot_index": 1, |
| "original_index": 2, |
| "model": "univa", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_064_univa.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "C", |
| "slot_index": 2, |
| "original_index": 0, |
| "model": "ours", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_064_ours.mp4", |
| "ratings": {} |
| } |
| ] |
| }, |
| { |
| "id": "cr_104", |
| "category": "cr", |
| "prompt": "Make a wuxia / xianxia revenge animated short drama — the only surviving young Daoist after his sect is massacred by the demonic cult carries his master's severed head all the way back to Mount Kunlun, vowing to perform the blood-moon vengeance rite that very night. Add ambient sounds: howling mountain wind, ringing sword strikes, and rolling distant thunder.", |
| "videos": [ |
| { |
| "slot": "A", |
| "slot_index": 0, |
| "original_index": 2, |
| "model": "univa", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_104_univa.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "B", |
| "slot_index": 1, |
| "original_index": 0, |
| "model": "ours", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_104_ours.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "C", |
| "slot_index": 2, |
| "original_index": 1, |
| "model": "baseline", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_104_baseline.mp4", |
| "ratings": {} |
| } |
| ] |
| }, |
| { |
| "id": "intake_img_005", |
| "category": "intake_img", |
| "prompt": "Use this uploaded photo as the look of the cultivation male lead. Make a cultivation-rebirth animated short drama — in his previous life he was the Heavenly Emperor who suppressed all under heaven, killed by the joint betrayal of nine sacred lands. He is now reborn into the body of the trash junior disciple every senior in the sect mocks; every one of those who once stepped on him has no idea they are already standing at the edge of doom.", |
| "videos": [ |
| { |
| "slot": "A", |
| "slot_index": 0, |
| "original_index": 2, |
| "model": "univa", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_005_univa.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "B", |
| "slot_index": 1, |
| "original_index": 0, |
| "model": "ours", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_005_ours.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "C", |
| "slot_index": 2, |
| "original_index": 1, |
| "model": "baseline", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_005_baseline.mp4", |
| "ratings": {} |
| } |
| ] |
| }, |
| { |
| "id": "intake_img_008", |
| "category": "intake_img", |
| "prompt": "Use this uploaded photo as the fantasy female lead. Make a post-apocalyptic super-power animated short drama — the day the virus broke out she awakened the power to bend metal inside a subway car. Now she leads a band of survivors through the zombie-flooded city, dodging the military's super-power task force as she hunts for whoever truly released the pathogen.", |
| "videos": [ |
| { |
| "slot": "A", |
| "slot_index": 0, |
| "original_index": 0, |
| "model": "ours", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_008_ours.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "B", |
| "slot_index": 1, |
| "original_index": 1, |
| "model": "baseline", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_008_baseline.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "C", |
| "slot_index": 2, |
| "original_index": 2, |
| "model": "univa", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_008_univa.mp4", |
| "ratings": {} |
| } |
| ] |
| }, |
| { |
| "id": "intake_img_018", |
| "category": "intake_img", |
| "prompt": "Use this uploaded photo as the wealthy-heir male lead. Make a modern-urban wealthy-clan tortured-romance animated short drama — seven years ago he watched her jump off a yacht into the deep sea; seven years later she returns under a different name, becomes his biggest business rival, and the one shadow he can never quite catch.", |
| "videos": [ |
| { |
| "slot": "A", |
| "slot_index": 0, |
| "original_index": 2, |
| "model": "univa", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_018_univa.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "B", |
| "slot_index": 1, |
| "original_index": 0, |
| "model": "ours", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_018_ours.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "C", |
| "slot_index": 2, |
| "original_index": 1, |
| "model": "baseline", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_018_baseline.mp4", |
| "ratings": {} |
| } |
| ] |
| }, |
| { |
| "id": "intake_img_036", |
| "category": "intake_img", |
| "prompt": "Use this uploaded photo as the look of the CEO male lead. Make a modern-urban wealthy-clan tortured-romance animated short drama — three years after the car crash that erased her memory, the little contract wife Su Nian reappears in front of CEO Huo with a small boy who looks exactly like him. Add bilingual Chinese-English subtitles for overseas distribution.", |
| "videos": [ |
| { |
| "slot": "A", |
| "slot_index": 0, |
| "original_index": 1, |
| "model": "baseline", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_036_baseline.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "B", |
| "slot_index": 1, |
| "original_index": 0, |
| "model": "ours", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_036_ours.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "C", |
| "slot_index": 2, |
| "original_index": 2, |
| "model": "univa", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_036_univa.mp4", |
| "ratings": {} |
| } |
| ] |
| }, |
| { |
| "id": "intake_img_037", |
| "category": "intake_img", |
| "prompt": "Use this uploaded photo as the fantasy female lead. Make a demon-empress rebirth animated short drama — in her previous life she was the demon empress who guarded the human realm, killed by the joint betrayal of her most trusted disciple and the heavenly court. Reborn to the day before her demonic awakening, this time she will personally drag every one of those self-righteous heavenly beings down from their pedestals. Add bilingual Chinese-English subtitles for overseas short-video distribution.", |
| "videos": [ |
| { |
| "slot": "A", |
| "slot_index": 0, |
| "original_index": 1, |
| "model": "baseline", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_037_baseline.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "B", |
| "slot_index": 1, |
| "original_index": 0, |
| "model": "ours", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_037_ours.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "C", |
| "slot_index": 2, |
| "original_index": 2, |
| "model": "univa", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_037_univa.mp4", |
| "ratings": {} |
| } |
| ] |
| }, |
| { |
| "id": "intake_img_046", |
| "category": "intake_img", |
| "prompt": "Use this uploaded photo as the period female lead. Make a palace-intrigue rise-from-the-ashes animated short drama — she is the disgraced empress who climbed all the way back from the cold palace to the principal palace; the only one who still remembers her real name on this revenge road is the little eunuch who once took a knife for her. Add a sweeping classical-Chinese BGM.", |
| "videos": [ |
| { |
| "slot": "A", |
| "slot_index": 0, |
| "original_index": 1, |
| "model": "baseline", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_046_baseline.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "B", |
| "slot_index": 1, |
| "original_index": 2, |
| "model": "univa", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_046_univa.mp4", |
| "ratings": {} |
| }, |
| { |
| "slot": "C", |
| "slot_index": 2, |
| "original_index": 0, |
| "model": "ours", |
| "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_046_ours.mp4", |
| "ratings": {} |
| } |
| ] |
| } |
| ], |
| "_server": { |
| "received_at_utc": "2026-05-12T09:30:58.720701Z", |
| "client_ip": "10.20.3.61", |
| "n_scores": 12, |
| "stored_as": "submissions/in_progress/test_test.com.json", |
| "status": "in_progress" |
| } |
| } |
