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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type
struct<question: string, time_stamp: string, answer: string, options: list<item: string>, answer_object: string>
to
{'question': Value('string'), 'time_stamp': Value('string'), 'answer': Value('string'), 'options': List(Value('string')), 'correct_sequence': List(List(Value('string')))}
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2224, in cast_table_to_schema
cast_array_to_feature(
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1795, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2052, in cast_array_to_feature
casted_array_values = _c(array.values, feature.feature)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1797, in wrapper
return func(array, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2092, in cast_array_to_feature
raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
TypeError: Couldn't cast array of type
struct<question: string, time_stamp: string, answer: string, options: list<item: string>, answer_object: string>
to
{'question': Value('string'), 'time_stamp': Value('string'), 'answer': Value('string'), 'options': List(Value('string')), 'correct_sequence': List(List(Value('string')))}
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1342, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1922, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
response_time string | questions list | video_path string |
|---|---|---|
[02:22 - 13:20] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "13:20",
"answer": "C",
"options": [
"A. {pot,pasta}>{cucumber,spoon}>{plate,kettle}",
"B. {pot}>{knife,kettle,stove}>{spatula,tomato,faucet}",
"C. {tomato,knife,plate}>{cucumber,knife,plate}>{spo... | OP01-R01-PastaSalad.mp4 |
[00:39 - 05:35] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "05:35",
"answer": "A",
"options": [
"A. {knob,stove,pan}>{egg mixture,spoon}>{bagel,knife,cream cheese,plate}",
"B. {phone,table,knife}>{spatula,egg mixture,knife,spoon}>{pan,cream cheese}",
"C. ... | OP01-R03-BaconAndEggs.mp4 |
[00:10 - 03:14] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "03:14",
"answer": "B",
"options": [
"A. {spoon,spatula}>{stove,cream cheese}>{plate,knife,bagel}",
"B. {phone,table}>{knob,stove,pan}>{egg mixture,spoon}",
"C. {stove,bagel,phone}>{spatula,cream ... | OP01-R03-BaconAndEggs.mp4 |
[03:19 - 04:49] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:49",
"answer": "D",
"options": [
"A. {bread,knife}>{bagel,tomato,bottle}>{lettuce,sandwich,plate}",
"B. {pan,bread}>{patty,plate}>{sandwich,stove}",
"C. {stove,pan}>{sandwich,bottle,bagel}>{ba... | OP01-R05-Cheeseburger.mp4 |
[03:19 - 04:49] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:49",
"answer": "B",
"options": [
"A. {bagel,sandwich}>{tomato,bagel}>{tomato,bag}",
"B. {tomato,knife,bread}>{patty,spatula,pan}>{lettuce,bag}",
"C. {plate,spatula,stove}>{pan,sandwich,bottle}... | OP01-R05-Cheeseburger.mp4 |
[03:19 - 04:49] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:49",
"answer": "C",
"options": [
"A. {bagel,white drawer}>{lettuce,tomato}>{lettuce,white drawer}",
"B. {stove,plate,bottle}>{ketchup,patty,spatula}>{lettuce,white drawer}",
"C. {tomato,knife,... | OP01-R05-Cheeseburger.mp4 |
[07:10 - 10:13] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "10:13",
"answer": "C",
"options": [
"A. {bagel,plate,spatula}>{patty,ketchup,stove}>{bag,lettuce}",
"B. {pan,bottle}>{bag,sandwich}>{bagel,bread}",
"C. {patty,spatula}>{patty,pan,stove}>{ketchup,... | OP01-R05-Cheeseburger.mp4 |
[03:19 - 04:49] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:49",
"answer": "A",
"options": [
"A. {tomato,knife,bread}>{patty,spatula,pan}>{lettuce,bag}",
"B. {bag,lettuce}>{ketchup,white drawer}>{pan,sandwich}",
"C. {bottle,white drawer,tomato}>{stove,... | OP01-R05-Cheeseburger.mp4 |
[02:42 - 10:09] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "10:09",
"answer": "B",
"options": [
"A. {bag,mesh bag,lettuce,container}>{hands,lettuce}>{bowl,knife,onion}",
"B. {cucumber,knife,plate,lettuce}>{onion,mesh bag}>{spoon,bowl,container}",
"C. {pla... | OP01-R06-GreekSalad.mp4 |
[02:42 - 10:09] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "10:09",
"answer": "C",
"options": [
"A. {plate,container,bag,onion}>{mesh bag,spoon}>{hands,knife,cucumber}",
"B. {bag,hands,lettuce,onion}>{container,cucumber,bowl}>{container,onion}",
"C. {cucu... | OP01-R06-GreekSalad.mp4 |
[01:05 - 09:39] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "09:39",
"answer": "D",
"options": [
"A. {lettuce,bag}>{spoon,knife}>{container,spoon}",
"B. {container,onion}>{spoon,cucumber,mesh bag}>{bowl,knife,hands,plate}",
"C. {bowl,knife}>{mesh bag,lettu... | OP01-R06-GreekSalad.mp4 |
[02:42 - 10:09] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "10:09",
"answer": "A",
"options": [
"A. {cucumber,knife,plate,lettuce}>{onion,mesh bag}>{spoon,bowl,container}",
"B. {bowl,plate,onion}>{plate,bag}>{container,knife,hands,spoon}",
"C. {hands,knif... | OP01-R06-GreekSalad.mp4 |
[02:12 - 10:44] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "10:44",
"answer": "D",
"options": [
"A. {knife,fork,countertop}>{mushroom,jar}>{pizza,pepper}",
"B. {pizza,countertop}>{mushroom,pan,jar}>{pepper,fork}",
"C. {fork,pizza,pan}>{countertop,mushroom... | OP01-R07-Pizza.mp4 |
[10:44 - 12:58] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "12:58",
"answer": "B",
"options": [
"A. {pizza,spatula}>{knife,pepper,countertop}>{fork}",
"B. {mushroom,pan,spatula}>{jar,countertop}>{fork}",
"C. {fork,pepper,knife}>{mushroom}>{fork,pizza}",
... | OP01-R07-Pizza.mp4 |
[10:44 - 12:58] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "12:58",
"answer": "A",
"options": [
"A. {mushroom,pan,spatula}>{jar,countertop}>{fork}",
"B. {spatula,knife,pan}>{pizza}>{mushroom,pepper}",
"C. {pepper,spatula}>{fork,knife,pizza}>{mushroom}",
... | OP01-R07-Pizza.mp4 |
[00:08 - 05:09] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "05:09",
"answer": "C",
"options": [
"A. {pan,poster,spatula}>{poster,lettuce,faucet}>{faucet}",
"B. {sink,faucet,pan}>{pan,spatula,faucet}>{spatula}",
"C. {poster}>{lettuce,sink,faucet}>{patty,pa... | OP02-R05-Cheeseburger.mp4 |
[00:08 - 05:09] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "05:09",
"answer": "D",
"options": [
"A. {sink}>{faucet,sink,lettuce}>{spatula,patty,lettuce}",
"B. {poster}>{spatula,patty,lettuce}>{pan,sink,pan}",
"C. {faucet,faucet,sink}>{pan}>{poster,patty,s... | OP02-R05-Cheeseburger.mp4 |
[00:08 - 05:09] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "05:09",
"answer": "A",
"options": [
"A. {poster}>{lettuce,sink,faucet}>{patty,pan,spatula}",
"B. {poster,pan,lettuce}>{spatula,patty,pan}>{faucet}",
"C. {pan,spatula,sink}>{patty}>{faucet,spatula... | OP02-R05-Cheeseburger.mp4 |
[01:23 - 03:52] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "03:52",
"answer": "D",
"options": [
"A. {pot}>{knife}>{cutting board,carrot,plate}",
"B. {knife}>{paper}>{cutting board,spoon,pepper}",
"C. {text,knife,plate}>{pot}>{carrot}",
"D. {paper}>{... | OP03-R01-PastaSalad.mp4 |
[10:45 - 12:22] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "12:22",
"answer": "A",
"options": [
"A. {plate,knife,cutting board}>{pepper,knife}>{pot,spoon}",
"B. {text,carrot}>{knife,spoon}>{onion,pepper,paper}",
"C. {paper,knife}>{carrot,plate}>{onion,pap... | OP03-R01-PastaSalad.mp4 |
[03:52 - 06:11] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "06:11",
"answer": "C",
"options": [
"A. {plate}>{knife,text,spoon}>{paper,carrot}",
"B. {plate,paper}>{text,pot}>{carrot,cutting board}",
"C. {onion,plate,knife}>{knife,onion}>{pot}",
"D. {... | OP03-R01-PastaSalad.mp4 |
[00:02 - 04:57] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:57",
"answer": "A",
"options": [
"A. {paper,cabinet}>{salad,tomato,knife}>{bread,tomato,butter,plate,knife}",
"B. {paper,knife,tomato,butter,salad}>{tomato,plate}>{butter,salad,paper}",
"C. {t... | OP03-R02-TurkeySandwich.mp4 |
[03:06 - 07:19] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:19",
"answer": "C",
"options": [
"A. {table}>{spoon}>{spoon,kettle}",
"B. {mug,mug}>{table}>{spoon}",
"C. {spoon}>{mug,kettle}>{table}",
"D. {spoon,mug}>{table}>{spoon}"
],
"corr... | OP03-R04-ContinentalBreakfast.mp4 |
[03:06 - 07:19] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:19",
"answer": "D",
"options": [
"A. {spoon}>{kettle}>{mug,table}",
"B. {spoon}>{mug,kettle}>{spoon}",
"C. {kettle}>{mug}>{mug,table}",
"D. {spoon}>{mug,kettle}>{table}"
],
"corr... | OP03-R04-ContinentalBreakfast.mp4 |
[03:06 - 07:19] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:19",
"answer": "A",
"options": [
"A. {spoon}>{mug,kettle}>{table}",
"B. {table,mug}>{spoon}>{spoon}",
"C. {spoon}>{kettle}>{table,table}",
"D. {mug}>{table}>{spoon,kettle}"
],
"c... | OP03-R04-ContinentalBreakfast.mp4 |
[03:06 - 07:19] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:19",
"answer": "B",
"options": [
"A. {kettle,table}>{spoon}>{kettle}",
"B. {spoon}>{mug,kettle}>{table}",
"C. {mug}>{kettle}>{spoon,table}",
"D. {mug}>{table}>{spoon,table}"
],
"... | OP03-R04-ContinentalBreakfast.mp4 |
[00:01 - 00:43] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "00:43",
"answer": "A",
"options": [
"A. {sink,cup,bottle}>{paper,cabinet,tape}>{paper,tape}",
"B. {bottle,paper}>{cup,sink,tape}>{cup,paper,cabinet}",
"C. {bottle,bottle,tape}>{paper,cabinet,tape... | OP03-R06-GreekSalad.mp4 |
[02:05 - 07:05] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:05",
"answer": "C",
"options": [
"A. {knife,knife}>{hotdog,pan}>{pepper}",
"B. {knife,knife}>{pepper}>{pan,pepper}",
"C. {hotdog,knife}>{pepper,knife}>{pan}",
"D. {pan,knife}>{hotdog,kni... | OP03-R07-Pizza.mp4 |
[02:05 - 07:05] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:05",
"answer": "A",
"options": [
"A. {hotdog,knife}>{pepper,knife}>{pan}",
"B. {knife,pepper}>{pan}>{pepper,hotdog}",
"C. {pepper}>{pan,knife}>{pan,hotdog}",
"D. {knife}>{knife,pan}>{pep... | OP03-R07-Pizza.mp4 |
[02:05 - 07:05] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:05",
"answer": "B",
"options": [
"A. {hotdog}>{knife,pan}>{hotdog,knife}",
"B. {hotdog,knife}>{pepper,knife}>{pan}",
"C. {pepper,knife}>{pepper,hotdog}>{pan}",
"D. {pepper,pepper}>{hotdo... | OP03-R07-Pizza.mp4 |
[02:05 - 07:05] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:05",
"answer": "D",
"options": [
"A. {hotdog}>{hotdog,knife}>{pan,knife}",
"B. {pepper,pan}>{pan}>{knife,hotdog}",
"C. {pan,knife}>{knife,hotdog}>{pan}",
"D. {hotdog,knife}>{pepper,knife... | OP03-R07-Pizza.mp4 |
[01:53 - 04:38] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:38",
"answer": "D",
"options": [
"A. {spoon,pan,bowl}>{stove,spoon}>{bottle,bowl,egg}",
"B. {bottle,spoon,bottle}>{bowl,bowl}>{stove,spoon,pan}",
"C. {bottle,pan}>{stove,spoon,stove}>{spoon,eg... | OP04-R03-BaconAndEggs.mp4 |
[01:53 - 04:38] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:38",
"answer": "B",
"options": [
"A. {stove,stove,spoon}>{egg,bottle,bowl}>{spoon,pan}",
"B. {bowl,spoon,egg}>{bottle,bowl,spoon}>{pan,stove}",
"C. {bowl,egg,bottle}>{egg,spoon,stove}>{stove,p... | OP04-R03-BaconAndEggs.mp4 |
[01:53 - 04:38] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:38",
"answer": "C",
"options": [
"A. {spoon,pan,egg}>{stove,spoon}>{stove,bottle,spoon}",
"B. {egg,spoon,pan}>{bowl,bowl,stove}>{spoon,bottle}",
"C. {bowl,spoon,egg}>{bottle,bowl,spoon}>{pan,s... | OP04-R03-BaconAndEggs.mp4 |
[03:05 - 05:06] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "05:06",
"answer": "A",
"options": [
"A. {button,screen}>{bowl,utensil}>{jar,bowl,spoon}",
"B. {recipe,utensil}>{spoon,bowl}>{cable,bow,screen}",
"C. {recipe,cable}>{jar,button,bow}>{jar,utensil}"... | OP04-R04-ContinentalBreakfast.mp4 |
[05:06 - 08:52] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "08:52",
"answer": "D",
"options": [
"A. {spoon,screen}>{button,utensil}>{cable,bow}",
"B. {utensil,screen}>{screen,spoon}>{screen,bowl}",
"C. {utensil}>{button,spoon,screen}>{bowl}",
"D. {j... | OP04-R04-ContinentalBreakfast.mp4 |
[00:00 - 02:20] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "02:20",
"answer": "B",
"options": [
"A. {plate,lettuce,bowl}>{laptop,lettuce}>{vegetable,glasses,knife}",
"B. {laptop,glasses,bowl}>{lettuce,knife}>{knife,vegetable,plate}",
"C. {vegetable,bowl,k... | OP04-R06-GreekSalad.mp4 |
[00:00 - 02:20] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "02:20",
"answer": "D",
"options": [
"A. {bowl,knife,glasses}>{glasses,lettuce}>{bowl,plate,laptop}",
"B. {bowl,plate}>{laptop,knife,knife}>{lettuce,laptop,plate}",
"C. {lettuce,bowl,glasses}>{kni... | OP04-R06-GreekSalad.mp4 |
[01:16 - 03:57] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "03:57",
"answer": "A",
"options": [
"A. {package,plate,cheese,hand}>{sausage,knife,plate}>{knife,vegetable}",
"B. {cheese,spatula}>{plate,pan,vegetable}>{knife,knife,sausage,plate}",
"C. {plate,c... | OP04-R07-Pizza.mp4 |
[01:28 - 10:41] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "10:41",
"answer": "A",
"options": [
"A. {bowl}>{bowl,spoon}>{sandwich,hands}",
"B. {sandwich,bowl}>{bowl}>{hands,knob}",
"C. {knob,hands}>{spoon}>{bowl,sandwich}",
"D. {bowl}>{knob,bowl}>{h... | OP05-R03-BaconAndEggs.mp4 |
[00:26 - 03:32] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "03:32",
"answer": "B",
"options": [
"A. {spoon,hands}>{sandwich}>{spoon}",
"B. {knob}>{bowl}>{bowl,spoon}",
"C. {sandwich,spoon}>{hands}>{knob}",
"D. {bowl}>{sandwich}>{bowl,hands}"
],
... | OP05-R03-BaconAndEggs.mp4 |
[00:26 - 03:32] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "03:32",
"answer": "A",
"options": [
"A. {knob}>{bowl}>{bowl,spoon}",
"B. {sandwich,knob}>{spoon,hands}>{sandwich,hands}",
"C. {sandwich}>{hands}>{spoon,knob}",
"D. {hands,sandwich}>{sandwic... | OP05-R03-BaconAndEggs.mp4 |
[00:08 - 07:06] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:06",
"answer": "D",
"options": [
"A. {paper,cabinet}>{cabinet,bowl}>{teabag}",
"B. {cabinet,teabag}>{bowl}>{paper,spoon}",
"C. {teabag,spoon}>{bowl,paper}>{cabinet}",
"D. {paper,cabinet}... | OP05-R04-ContinentalBreakfast.mp4 |
[00:08 - 07:06] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:06",
"answer": "B",
"options": [
"A. {paper,teabag}>{bowl,cabinet}>{spoon}",
"B. {paper,cabinet}>{bowl,spoon}>{teabag}",
"C. {cabinet}>{teabag,paper}>{paper,spoon}",
"D. {bowl,teabag}>{b... | OP05-R04-ContinentalBreakfast.mp4 |
[00:08 - 07:06] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:06",
"answer": "C",
"options": [
"A. {bowl,teabag}>{spoon}>{paper,cabinet}",
"B. {teabag,cabinet}>{spoon}>{teabag,paper}",
"C. {paper,cabinet}>{bowl,spoon}>{teabag}",
"D. {paper,spoon}>{... | OP05-R04-ContinentalBreakfast.mp4 |
[00:07 - 04:04] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:04",
"answer": "C",
"options": [
"A. {faucet,faucet}>{box,kettle}>{spatula,spatula,mushroom}",
"B. {faucet,hands}>{mushroom,mushroom}>{box,spatula,kettle}",
"C. {box,kettle}>{hands,faucet}>{mu... | OP05-R07-Pizza.mp4 |
[00:07 - 04:04] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:04",
"answer": "D",
"options": [
"A. {hands,spatula,hands}>{box,pan}>{faucet,kettle}",
"B. {faucet,kettle}>{mushroom,box,spatula}>{hands,pan}",
"C. {pan,box,box}>{pan,mushroom}>{mushroom,spatu... | OP05-R07-Pizza.mp4 |
[00:02 - 07:02] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:02",
"answer": "A",
"options": [
"A. {laptop,pen}>{knob,stove,hand}>{pan,spatula}",
"B. {pan,cup}>{stove,pen,stove}>{hand,spatula}",
"C. {spatula,hand}>{pen,knob,knob}>{stove,cup}",
"D. ... | OP06-R03-BaconAndEggs.mp4 |
[07:02 - 11:52] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "11:52",
"answer": "D",
"options": [
"A. {laptop,pan}>{knob,hand}>{hand,pan}",
"B. {pan,laptop,knob}>{pan,hand}>{pen,cup}",
"C. {pen,pan}>{knob,spatula,hand}>{laptop,spatula}",
"D. {pan,spat... | OP06-R03-BaconAndEggs.mp4 |
[03:12 - 08:20] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "08:20",
"answer": "C",
"options": [
"A. {knob,pen}>{knob,cup}>{spatula,laptop,hand}",
"B. {stove,spatula,pen}>{laptop,pan}>{hand,stove}",
"C. {knob,stove,hand}>{pan,spatula}>{cup,pan}",
"D.... | OP06-R03-BaconAndEggs.mp4 |
[00:02 - 07:02] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:02",
"answer": "B",
"options": [
"A. {laptop,spatula,laptop}>{knob,stove}>{pan,cup}",
"B. {laptop,pen}>{knob,stove,hand}>{pan,spatula}",
"C. {pan,stove,laptop}>{hand,cup}>{pan,knob}",
"D... | OP06-R03-BaconAndEggs.mp4 |
[03:12 - 08:20] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "08:20",
"answer": "D",
"options": [
"A. {spatula,pan}>{stove,cup,pen}>{hand,laptop}",
"B. {knob,laptop,spatula}>{hand,pen}>{hand,stove}",
"C. {hand,knob,laptop}>{spatula,hand}>{pen,pan}",
"... | OP06-R03-BaconAndEggs.mp4 |
[00:09 - 05:48] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "05:48",
"answer": "B",
"options": [
"A. {container}>{bottle}>{hand,cabinet,bottle}",
"B. {cabinet}>{hand}>{package,bottle,container}",
"C. {container}>{bottle,package,hand}>{package}",
"D. ... | OP06-R04-ContinentalBreakfast.mp4 |
[00:09 - 05:48] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "05:48",
"answer": "A",
"options": [
"A. {cabinet}>{hand}>{package,bottle,container}",
"B. {container}>{package}>{hand,cabinet,bottle}",
"C. {bottle,hand,package}>{cabinet}>{hand}",
"D. {cab... | OP06-R04-ContinentalBreakfast.mp4 |
[00:09 - 05:48] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "05:48",
"answer": "D",
"options": [
"A. {cabinet}>{package}>{hand,bottle,package}",
"B. {bottle,container,cabinet}>{cabinet}>{hand}",
"C. {package}>{bottle}>{cabinet,container,cabinet}",
"D... | OP06-R04-ContinentalBreakfast.mp4 |
[01:46 - 08:18] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "08:18",
"answer": "A",
"options": [
"A. {button,microwave}>{tomato,sink,sticker}>{burger,spatula,pan}",
"B. {pan,button,tomato}>{spatula,burger}>{cabinet,sticker,burger}",
"C. {cabinet,microwave,... | OP06-R05-Cheeseburger.mp4 |
[00:03 - 03:51] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "03:51",
"answer": "A",
"options": [
"A. {microwave,cabinet}>{button,microwave}>{tomato,sink,sticker}",
"B. {burger,button,spatula}>{cabinet,button}>{pan,tomato}",
"C. {sink,sticker}>{spatula,burg... | OP06-R05-Cheeseburger.mp4 |
[01:46 - 08:18] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "08:18",
"answer": "B",
"options": [
"A. {spatula,cabinet}>{button,pan,burger}>{spatula,button,sink}",
"B. {button,microwave}>{tomato,sink,sticker}>{burger,spatula,pan}",
"C. {sticker,pan,button}>... | OP06-R05-Cheeseburger.mp4 |
[00:12 - 07:03] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:03",
"answer": "C",
"options": [
"A. {cucumber,knife}>{cucumber,tomato,counter}>{glass,counter,salad}",
"B. {knife,tomato,glass}>{plate,tomato}>{glass,counter,cucumber}",
"C. {counter,glass,pl... | OP06-R06-GreekSalad.mp4 |
[00:12 - 07:03] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:03",
"answer": "A",
"options": [
"A. {counter,glass,plate}>{cucumber,knife,tomato}>{salad,knife}",
"B. {plate,knife,plate}>{knife,cucumber}>{salad,counter,glass}",
"C. {cucumber,glass}>{plate,... | OP06-R06-GreekSalad.mp4 |
[00:12 - 07:03] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:03",
"answer": "D",
"options": [
"A. {tomato,knife}>{counter,glass,salad}>{tomato,cucumber,salad}",
"B. {tomato,knife,cucumber}>{salad,knife,knife}>{salad,tomato}",
"C. {tomato,counter,knife}>... | OP06-R06-GreekSalad.mp4 |
[00:44 - 04:21] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:21",
"answer": "C",
"options": [
"A. {plate,cup,mushroom}>{knife,potatoes,potatoes}>{mushroom,spatula,plate}",
"B. {spatula,knife,plastic bag}>{pan,spatula,mushroom}>{cup,plate,potatoes}",
"C.... | OP06-R07-Pizza.mp4 |
[00:44 - 04:21] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:21",
"answer": "D",
"options": [
"A. {pan,potatoes,mushroom}>{spatula,cup,cup}>{potatoes,plastic bag,pan}",
"B. {pan,cup,plastic bag}>{plate,pan,plastic bag}>{spatula,spatula,mushroom}",
"C. {... | OP06-R07-Pizza.mp4 |
[00:44 - 04:21] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:21",
"answer": "B",
"options": [
"A. {spatula,spatula,pan}>{knife,potatoes,potatoes}>{plastic bag,plate,mushroom}",
"B. {potatoes,plastic bag,cup}>{mushroom,knife,plate}>{mushroom,spatula,pan}",
... | OP06-R07-Pizza.mp4 |
[08:30 - 10:57] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "10:57",
"answer": "B",
"options": [
"A. {bowl,tape}>{plate,sink}>{lid,apple}",
"B. {vegetable,knife,plate}>{vegetable}>{pot,spatula}",
"C. {plate,onion}>{carrot,paper}>{carrot,paper}",
"D. ... | P01-R01-PastaSalad.mp4 |
[10:57 - 14:34] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "14:34",
"answer": "C",
"options": [
"A. {apple,celery}>{tape,celery}>{lid,pasta}",
"B. {paper,tape}>{knife,vegetable}>{lid,tomato}",
"C. {pot,spatula}>{vegetable}>{cucumber,knife,apple}",
"... | P01-R01-PastaSalad.mp4 |
[00:49 - 04:16] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:16",
"answer": "D",
"options": [
"A. {hands}>{turkey,paper}>{lettuce}",
"B. {hands}>{tomato,lettuce}>{turkey}",
"C. {hands,lettuce}>{paper,plastic}>{plastic,paper}",
"D. {paper}>{tomato,... | P01-R02-TurkeySandwich.mp4 |
[02:59 - 06:29] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "06:29",
"answer": "B",
"options": [
"A. {paper}>{lettuce,turkey}>{plastic}",
"B. {tomato,knife}>{plastic}>{lettuce}",
"C. {paper,turkey}>{hands}>{tomato}",
"D. {plastic}>{paper,hands}>{turk... | P01-R02-TurkeySandwich.mp4 |
[00:49 - 04:16] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:16",
"answer": "B",
"options": [
"A. {hands}>{paper}>{lettuce,turkey}",
"B. {paper}>{tomato,knife}>{plastic}",
"C. {lettuce,hands}>{knife,hands}>{knife,hands}",
"D. {hands}>{turkey}>{pla... | P01-R02-TurkeySandwich.mp4 |
[04:16 - 09:30] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "09:30",
"answer": "B",
"options": [
"A. {turkey,tomato}>{tomato,knife}>{turkey,plastic}",
"B. {plastic}>{lettuce}>{turkey,hands}",
"C. {knife}>{lettuce}>{paper,tomato}",
"D. {knife,paper}>{... | P01-R02-TurkeySandwich.mp4 |
[01:38 - 06:56] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "06:56",
"answer": "C",
"options": [
"A. {hand,bulletin board,knife}>{text,hand}>{tomato,paper}",
"B. {paper,paper}>{bulletin board,hand,knife}>{tomato,knife}",
"C. {text,paper}>{paper,bulletin bo... | P02-R01-PastaSalad.mp4 |
[01:38 - 06:56] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "06:56",
"answer": "D",
"options": [
"A. {hand,knife,knife}>{text,paper}>{tomato,tomato}",
"B. {paper,tomato}>{knife,knife}>{bulletin board,hand,paper}",
"C. {bulletin board,text}>{paper,knife,han... | P02-R01-PastaSalad.mp4 |
[01:38 - 06:56] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "06:56",
"answer": "B",
"options": [
"A. {tomato,bulletin board,hand}>{paper,paper}>{text,text}",
"B. {text,paper}>{paper,bulletin board}>{tomato,knife,hand}",
"C. {paper,knife,hand}>{bulletin boa... | P02-R01-PastaSalad.mp4 |
[11:22 - 17:33] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "17:33",
"answer": "C",
"options": [
"A. {plate,bread}>{stove,spread}>{bread,spread}",
"B. {trash}>{pan,stove}>{hand}",
"C. {pan,spatula}>{stove}>{pan}",
"D. {knife,bread}>{plate,pan}>{plate... | P02-R03-BaconAndEggs.mp4 |
[04:58 - 09:10] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "09:10",
"answer": "D",
"options": [
"A. {cloth}>{spread,egg}>{bread,sink}",
"B. {pot,egg}>{bread,trash}>{knife,pot}",
"C. {stove,egg}>{egg,hand}>{knife,floor}",
"D. {stove}>{plate,cloth}>{e... | P02-R03-BaconAndEggs.mp4 |
[04:37 - 08:56] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "08:56",
"answer": "D",
"options": [
"A. {pot,spatula}>{spread}>{stove}",
"B. {hand}>{stove,egg}>{spatula}",
"C. {pot,stove}>{trash,sink}>{pot,plate}",
"D. {bowl}>{stove}>{plate,cloth}"
... | P02-R03-BaconAndEggs.mp4 |
[24:06 - 27:26] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "27:26",
"answer": "D",
"options": [
"A. {spatula,plate}>{bread,stove,trash}>{pot,floor}",
"B. {sink,pan}>{knife,hand,plate}>{egg,bowl}",
"C. {bowl,stove,sink}>{pan,spread}>{sponge,plate}",
... | P02-R03-BaconAndEggs.mp4 |
[12:14 - 18:10] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "18:10",
"answer": "C",
"options": [
"A. {paper,cup,spoon}>{text,jar}>{batter}",
"B. {knife,container}>{hand,jar}>{bowl,spoon}",
"C. {jar,knife}>{cup,pot,hand}>{sponge}",
"D. {pot,stove}>{ba... | P02-R04-ContinentalBreakfast.mp4 |
[03:23 - 05:22] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "05:22",
"answer": "B",
"options": [
"A. {cup,batter}>{text,cup}>{sponge,pot}",
"B. {bowl}>{bowl,batter}>{bread,plastic}",
"C. {text,knife}>{pot,bowl}>{cup,spoon}",
"D. {spoon,pot}>{batter,p... | P02-R04-ContinentalBreakfast.mp4 |
[12:14 - 18:10] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "18:10",
"answer": "B",
"options": [
"A. {jar,batter,container}>{knife}>{text,plastic}",
"B. {jar,knife}>{cup,pot,hand}>{sponge}",
"C. {jar,paper}>{spoon,paper}>{liquid,cup}",
"D. {jar,paper... | P02-R04-ContinentalBreakfast.mp4 |
[07:06 - 11:27] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "11:27",
"answer": "D",
"options": [
"A. {bread,plastic,cup}>{container,stove}>{paper}",
"B. {spoon}>{knife,batter,liquid}>{sponge,bread}",
"C. {bread,hand}>{plastic,batter}>{liquid,cup}",
"... | P02-R04-ContinentalBreakfast.mp4 |
[03:03 - 04:08] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:08",
"answer": "A",
"options": [
"A. {bowl,liquid,container}>{bowl}>{bowl,batter}",
"B. {plastic,bowl}>{text,paper,container}>{jar}",
"C. {bowl,spoon}>{batter,paper}>{cup,jar}",
"D. {spo... | P02-R04-ContinentalBreakfast.mp4 |
[12:55 - 13:37] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "13:37",
"answer": "A",
"options": [
"A. {pan}>{stove}>{plate}",
"B. {faucet}>{pan}>{text}",
"C. {basket}>{pan}>{bagel}",
"D. {basket}>{stove}>{faucet}"
],
"correct_sequence": [
... | P02-R05-Cheeseburger.mp4 |
[13:37 - 16:13] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "16:13",
"answer": "B",
"options": [
"A. {pan,hand}>{kettle}>{text,window,basket}",
"B. {plate}>{text,basket}>{faucet,sink,hand}",
"C. {stove,hand}>{stove,window}>{pan,basket}",
"D. {knife,c... | P02-R05-Cheeseburger.mp4 |
[12:55 - 13:37] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "13:37",
"answer": "D",
"options": [
"A. {plate}>{knife}>{hand}",
"B. {window}>{pan}>{sink}",
"C. {pan}>{spatula}>{cream cheese}",
"D. {pan}>{stove}>{plate}"
],
"correct_sequence": [... | P02-R05-Cheeseburger.mp4 |
[09:13 - 13:09] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "13:09",
"answer": "B",
"options": [
"A. {hand,sink}>{pan,faucet}>{text,kettle}",
"B. {bagel,knife,cream cheese,tray}>{pan}>{stove}",
"C. {stove,tray}>{tray,plate}>{faucet,sink}",
"D. {pan}>... | P02-R05-Cheeseburger.mp4 |
[06:29 - 12:55] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "12:55",
"answer": "B",
"options": [
"A. {pan}>{bagel,kettle}>{plate,sink,pan,faucet}",
"B. {spatula,pan}>{bagel,knife,cream cheese,tray}>{pan}",
"C. {basket,knife}>{basket,cream cheese}>{text,fau... | P02-R05-Cheeseburger.mp4 |
[06:13 - 08:09] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "08:09",
"answer": "B",
"options": [
"A. {cucumber,cutting board}>{vegetables,bottle}>{bowl,salad}",
"B. {salad,bowl}>{container,bowl}>{bowl,hands}",
"C. {vegetables,vegetable}>{bowl,bowl}>{hands,... | P02-R06-GreekSalad.mp4 |
[05:11 - 07:07] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "07:07",
"answer": "B",
"options": [
"A. {salad,tomato}>{bowl,hands}>{knife,vegetable}",
"B. {bottle,vegetables}>{salad,bowl}>{container,bowl}",
"C. {container,salad}>{cutting board,vegetable}>{ve... | P02-R06-GreekSalad.mp4 |
[06:13 - 08:09] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "08:09",
"answer": "D",
"options": [
"A. {tomato,cucumber}>{vegetables,bowl}>{vegetable,container}",
"B. {hands,tomato}>{tomato,vegetables}>{vegetables,vegetable}",
"C. {vegetables,cucumber}>{cont... | P02-R06-GreekSalad.mp4 |
[03:20 - 05:11] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "05:11",
"answer": "B",
"options": [
"A. {vegetable,bowl}>{container,bowl}>{knife,vegetables}",
"B. {cucumber,knife,cutting board}>{vegetable,cutting board}>{bottle,vegetables}",
"C. {bowl,contain... | P02-R06-GreekSalad.mp4 |
[31:36 - 32:07] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "32:07",
"answer": "A",
"options": [
"A. {pot,spoon}>{vegetables,sink,faucet}>{pepper,knife,hand}",
"B. {fork,pepper}>{faucet,cucumber,bottle}>{sink,onion,ladle}",
"C. {bell pepper,bottle}>{bowl,k... | P03-R01-PastaSalad.mp4 |
[26:35 - 27:13] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "27:13",
"answer": "B",
"options": [
"A. {bell pepper,bowl}>{bottle,sink,ladle}>{paper,hand}",
"B. {ladle,pot}>{egg,hands}>{onion,knife,hand}",
"C. {spoon,ladle,tomato}>{egg,bottle}>{cucumber,pot}... | P03-R01-PastaSalad.mp4 |
[16:15 - 19:07] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "19:07",
"answer": "B",
"options": [
"A. {tape,knife,cutting_board,cutting board}>{text,faucet}>{sink,spatula}",
"B. {knife,onion}>{knife,cutting board}>{pasta,colander,sink,faucet}",
"C. {toy,gla... | P04-R01-PastaSalad.mp4 |
[15:36 - 17:30] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "17:30",
"answer": "B",
"options": [
"A. {text,toy}>{cutting board,knife}>{sink,spatula}",
"B. {spatula,fork}>{knife,onion}>{knife,cutting board}",
"C. {onion,paper}>{tape,spatula}>{cutting_board,... | P04-R01-PastaSalad.mp4 |
[13:48 - 15:36] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "15:36",
"answer": "B",
"options": [
"A. {text,cutting_board,pasta}>{olive,cutting board,faucet}>{onion,knife}",
"B. {knife,vegetable,cutting_board}>{onion,knife,cutting board}>{spatula,fork}",
"C... | P04-R01-PastaSalad.mp4 |
[07:10 - 08:38] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "08:38",
"answer": "D",
"options": [
"A. {patty,plastic bag}>{stove,paper}>{onion,label}",
"B. {paper,buns}>{onion,pot}>{pan,pancake}",
"C. {pot,plastic bag,cabbage}>{cutting board,hand}>{paper}",... | P04-R05-Cheeseburger.mp4 |
[04:05 - 04:37] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "04:37",
"answer": "C",
"options": [
"A. {paper,knife,label}>{cabbage,patty}>{pan,meat}",
"B. {pan,knife,meat}>{spatula,meat}>{patty,onion}",
"C. {paper,text}>{meat,hand,paper}>{meat,pan}",
... | P04-R05-Cheeseburger.mp4 |
[07:10 - 08:38] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "08:38",
"answer": "C",
"options": [
"A. {buns,pan}>{knife,pancake}>{stove,pancake}",
"B. {cutting board,meat}>{text,hand}>{pot,patty}",
"C. {cabbage,plastic bag}>{patty,spatula,pan}>{paper}",
... | P04-R05-Cheeseburger.mp4 |
[08:38 - 11:51] | [
{
"question": "Which transition best matches the user's gaze pattern?",
"time_stamp": "11:51",
"answer": "D",
"options": [
"A. {patty,knife}>{buns,spatula}>{plastic,cabbage}",
"B. {plastic bag,buns}>{meat}>{plastic,cutting board,paper}",
"C. {label,plastic bag}>{stove,pot}>{pan,bun... | P04-R05-Cheeseburger.mp4 |
End of preview.
StreamGaze Dataset
StreamGaze is a comprehensive streaming video benchmark for evaluating MLLMs on gaze-based QA tasks across past, present, and future contexts.
π Dataset Structure
streamgaze/
βββ metadata/
β βββ egtea.csv # EGTEA fixation metadata
β βββ egoexolearn.csv # EgoExoLearn fixation metadata
β βββ holoassist.csv # HoloAssist fixation metadata
β
βββ qa/
β βββ past_gaze_sequence_matching.json
β βββ past_non_fixated_object_identification.json
β βββ past_object_transition_prediction.json
β βββ past_scene_recall.json
β βββ present_future_action_prediction.json
β βββ present_object_attribute_recognition.json
β βββ present_object_identification_easy.json
β βββ present_object_identification_hard.json
β βββ proactive_gaze_triggered_alert.json
β βββ proactive_object_appearance_alert.json
β
βββ videos/
βββ videos_egtea_original.tar.gz # EGTEA original videos
βββ videos_egtea_viz.tar.gz # EGTEA with gaze visualization
βββ videos_egoexolearn_original.tar.gz # EgoExoLearn original videos
βββ videos_egoexolearn_viz.tar.gz # EgoExoLearn with gaze visualization
βββ videos_holoassist_original.tar.gz # HoloAssist original videos
βββ videos_holoassist_viz.tar.gz # HoloAssist with gaze visualization
π― Task Categories
Past (Historical Context)
- Gaze Sequence Matching: Match gaze patterns to action sequences
- Non-Fixated Object Identification: Identify objects outside gaze
- Object Transition Prediction: Predict object state changes
- Scene Recall: Recall scene details from memory
Present (Current Context)
- Object Identification (Easy/Hard): Identify objects in/outside FOV
- Object Attribute Recognition: Recognize object attributes
- Future Action Prediction: Predict upcoming actions
Proactive (Future-Oriented)
- Gaze-Triggered Alert: Alert based on gaze patterns
- Object Appearance Alert: Alert on object appearance
π₯ Usage
Extract Videos
# Extract EGTEA videos
tar -xzf videos_egtea_original.tar.gz -C videos/egtea/original/
tar -xzf videos_egtea_viz.tar.gz -C videos/egtea/viz/
# Extract EgoExoLearn videos
tar -xzf videos_egoexolearn_original.tar.gz -C videos/egoexolearn/original/
tar -xzf videos_egoexolearn_viz.tar.gz -C videos/egoexolearn/viz/
# Extract HoloAssist videos
tar -xzf videos_holoassist_original.tar.gz -C videos/holoassist/original/
tar -xzf videos_holoassist_viz.tar.gz -C videos/holoassist/viz/
π Metadata Format
Each metadata CSV contains:
video_source: Video identifierfixation_id: Fixation segment IDstart_time_seconds/end_time_seconds: Temporal boundariescenter_x/center_y: Gaze center coordinates (normalized)representative_object: Primary object at gaze pointother_objects_in_cropped_area: Objects within FOVother_objects_outside_fov: Objects outside FOVscene_caption: Scene descriptionaction_caption: Action description
π QA Format
Each QA JSON file contains:
{
"response_time": "[00:08 - 09:19]",
"questions": [
{
"question": "Among {milk, spoon, pan, phone}, which did the user never gaze at?",
"time_stamp": "03:14",
"answer": "A",
"options": [
"A. milk",
"B. spoon",
"C. pan",
"D. phone"
],
}
],
"video_path": "OP01-R03-BaconAndEggs.mp4"
}
π License
This dataset is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.
See https://creativecommons.org/licenses/by/4.0/
π Links
- Evaluation code: https://github.com/daeunni/StreamGaze
- Project page: https://streamgaze.github.io/
π§ Contact
For questions or issues, please contact: daeun@cs.unc.edu
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