StreamTTT: Reconciling Real-Time Perception and Long-Term Memory in Streaming VLMs
Paper • 2608.13416 • Published
Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'proact_time'})
This happened while the json dataset builder was generating data using
hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K/ActivityNet/qa_ActivityNet.json (at revision 5f475dd84136ff2945438e875d33ae7a006630cc), ['hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ADT/qa_ADT.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ActivityNet/caption_activitynet.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ActivityNet/qa_ActivityNet.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ET-Instruct-164K/qa_EgoTimeQA.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ET-Instruct-164K/qa_how_to_caption.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/Ego4D/qa_Ego4D.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/LLaVA-Video-178K/llava_realtime_perception_processed.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/QVHighlight/qa_QVHighlight.json'], ['hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ADT/qa_ADT.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ActivityNet/caption_activitynet.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ActivityNet/qa_ActivityNet.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ET-Instruct-164K/qa_EgoTimeQA.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ET-Instruct-164K/qa_how_to_caption.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/Ego4D/qa_Ego4D.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/LLaVA-Video-178K/llava_realtime_perception_processed.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/QVHighlight/qa_QVHighlight.json']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
id: string
conversations: list<item: struct<from: string, value: string>>
child 0, item: struct<from: string, value: string>
child 0, from: string
child 1, value: string
proact_time: string
rt_time: string
data_source: string
video: string
to
{'id': Value('string'), 'conversations': List({'from': Value('string'), 'value': Value('string')}), 'rt_time': Value('string'), 'data_source': Value('string'), 'video': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'proact_time'})
This happened while the json dataset builder was generating data using
hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K/ActivityNet/qa_ActivityNet.json (at revision 5f475dd84136ff2945438e875d33ae7a006630cc), ['hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ADT/qa_ADT.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ActivityNet/caption_activitynet.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ActivityNet/qa_ActivityNet.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ET-Instruct-164K/qa_EgoTimeQA.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ET-Instruct-164K/qa_how_to_caption.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/Ego4D/qa_Ego4D.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/LLaVA-Video-178K/llava_realtime_perception_processed.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/QVHighlight/qa_QVHighlight.json'], ['hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ADT/qa_ADT.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ActivityNet/caption_activitynet.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ActivityNet/qa_ActivityNet.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ET-Instruct-164K/qa_EgoTimeQA.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/ET-Instruct-164K/qa_how_to_caption.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/Ego4D/qa_Ego4D.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/LLaVA-Video-178K/llava_realtime_perception_processed.json', 'hf://datasets/zeyun-zhong/RealTimeVideo-Instruct-112K@5f475dd84136ff2945438e875d33ae7a006630cc/QVHighlight/qa_QVHighlight.json']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
id string | conversations list | rt_time string | data_source string | video string |
|---|---|---|---|---|
Apartment_release_clean_seq131_M1292_0 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the bar stool?\nA. In the upper-left of my view\nB. In the upper-right of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 63.79 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_1 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the couch relative to the yellow arm chair?\nA. To the front-left of the yellow arm chair\nB. To the front-right of the yellow arm chair\nC. To the back-left of the yellow arm chair\nD. To the back-right of the yellow arm chair\nPlease pr... | 80.32 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_2 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the couch?\nA. In the upper-left of my view\nB. In the lower-left of my view\nC. In the lower-right of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
"fr... | 80.42 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_3 | [
{
"from": "human",
"value": "<image>\nAmong these objects, which one is closest to the black wall shelf?\nA. glass cabinet\nB. refrigerator\nC. black coffee table\nD. television\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "B. refri... | 56.124 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_4 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black arm chair?\nA. In the upper-right of my view\nB. In the lower-left of my view\nC. In the upper-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 49.825 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_5 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black wall shelf?\nA. In the upper-right of my view\nB. In the lower-left of my view\nC. In the upper-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 56.358 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_6 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the console table relative to the black arm chair?\nA. To the back-right of the black arm chair\nB. To the front-left of the black arm chair\nC. To the back-left of the black arm chair\nD. To the front-right of the black arm chair\nPlease... | 49.225 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_7 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the television relative to the table?\nA. To the front-left of the table\nB. To the back-right of the table\nC. To the back-left of the table\nD. To the front-right of the table\nPlease provide your answer by stating the letter followed b... | 84.22 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_8 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black coffee table?\nA. In the lower-right of my view\nB. In the lower-left of my view\nC. In the upper-right of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
}... | 79.787 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_9 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the bar stool?\nA. In the lower-left of my view\nB. In the upper-right of my view\nC. In the lower-right of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 64.223 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_10 | [
{
"from": "human",
"value": "<image>\nAmong these objects, which one is closest to the red arm chair?\nA. bar stool\nB. couch\nC. corner display shelves\nD. refrigerator\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "B. couch"
}
] | 80.687 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_11 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the refrigerator?\nA. In the upper-right of my view\nB. In the lower-right of my view\nC. In the lower-left of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 88.386 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_12 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black coffee table?\nA. In the lower-right of my view\nB. In the upper-left of my view\nC. In the upper-right of my view\nD. In the lower-left of my view\nPlease provide your answer by stating the letter followed by the full option."
}... | 80.187 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_13 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the refrigerator relative to the bookcase?\nA. To the back-right of the bookcase\nB. To the front-right of the bookcase\nC. To the back-left of the bookcase\nD. To the front-left of the bookcase\nPlease provide your answer by stating the ... | 54.458 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_14 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black wall shelf?\nA. In the lower-right of my view\nB. In the upper-right of my view\nC. In the lower-left of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 56.424 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_15 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black wall shelf?\nA. In the upper-left of my view\nB. In the upper-right of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 56.458 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_16 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the console table relative to the display unit?\nA. To the back-left of the display unit\nB. To the front-left of the display unit\nC. To the back-right of the display unit\nD. To the front-right of the display unit\nPlease provide your a... | 74.521 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_17 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the console table?\nA. In the lower-right of my view\nB. In the upper-left of my view\nC. In the lower-left of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 47.859 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_18 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the step ladder?\nA. In the lower-left of my view\nB. In the upper-left of my view\nC. In the upper-right of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 58.324 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_19 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the console table?\nA. In the lower-right of my view\nB. In the lower-left of my view\nC. In the upper-right of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 48.792 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_20 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the table relative to the corner display shelves?\nA. To the back-right of the corner display shelves\nB. To the front-right of the corner display shelves\nC. To the back-left of the corner display shelves\nD. To the front-left of the cor... | 84.553 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_21 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black wall shelf?\nA. In the upper-right of my view\nB. In the lower-right of my view\nC. In the lower-left of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 56.658 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_22 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the console table?\nA. In the lower-right of my view\nB. In the lower-left of my view\nC. In the upper-right of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 76.721 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_23 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black wall shelf?\nA. In the upper-right of my view\nB. In the lower-left of my view\nC. In the upper-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 56.524 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_24 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the console table?\nA. In the upper-left of my view\nB. In the lower-right of my view\nC. In the lower-left of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 48.059 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_25 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the red arm chair?\nA. In the lower-right of my view\nB. In the upper-left of my view\nC. In the lower-left of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 82.52 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_26 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the bar stool relative to the refrigerator?\nA. To the back-left of the refrigerator\nB. To the back-right of the refrigerator\nC. To the front-left of the refrigerator\nD. To the front-right of the refrigerator\nPlease provide your answe... | 86.686 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_27 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the couch?\nA. In the lower-right of my view\nB. In the lower-left of my view\nC. In the upper-right of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
"fr... | 79.521 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_28 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the couch relative to the black coffee table?\nA. To the front-right of the black coffee table\nB. To the front-left of the black coffee table\nC. To the back-right of the black coffee table\nD. To the back-left of the black coffee table\... | 78.887 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_29 | [
{
"from": "human",
"value": "<image>\nAmong these objects, which one is closest to the couch?\nA. bookcase\nB. black coffee table\nC. television\nD. shoe rack\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "B. black coffee table"
}
... | 80.087 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_30 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the yellow arm chair relative to the black coffee table?\nA. To the back-left of the black coffee table\nB. To the front-right of the black coffee table\nC. To the front-left of the black coffee table\nD. To the back-right of the black co... | 79.987 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_31 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the refrigerator relative to the black wall shelf?\nA. To the back-left of the black wall shelf\nB. To the front-right of the black wall shelf\nC. To the back-right of the black wall shelf\nD. To the front-left of the black wall shelf\nPl... | 57.058 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_32 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the bar stool?\nA. In the upper-left of my view\nB. In the upper-right of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 63.856 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_33 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the couch?\nA. In the upper-left of my view\nB. In the upper-right of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
"fr... | 79.421 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_34 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black wall shelf?\nA. In the upper-left of my view\nB. In the upper-right of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 56.158 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_35 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the red arm chair?\nA. In the upper-left of my view\nB. In the upper-right of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 82.653 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_36 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the console table?\nA. In the upper-left of my view\nB. In the lower-left of my view\nC. In the lower-right of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 49.059 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_37 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the step ladder?\nA. In the lower-right of my view\nB. In the upper-right of my view\nC. In the lower-left of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 59.057 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_38 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the red arm chair relative to the couch?\nA. To the back-right of the couch\nB. To the front-left of the couch\nC. To the front-right of the couch\nD. To the back-left of the couch\nPlease provide your answer by stating the letter followe... | 80.654 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_39 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the red arm chair?\nA. In the lower-right of my view\nB. In the upper-left of my view\nC. In the upper-right of my view\nD. In the lower-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 82.22 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_40 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black arm chair?\nA. In the lower-left of my view\nB. In the upper-right of my view\nC. In the lower-right of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 50.092 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_41 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the couch relative to the black arm chair?\nA. To the front-right of the black arm chair\nB. To the back-right of the black arm chair\nC. To the front-left of the black arm chair\nD. To the back-left of the black arm chair\nPlease provide... | 77.721 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_42 | [
{
"from": "human",
"value": "<image>\nAmong these objects, which one is closest to the refrigerator?\nA. table\nB. bookcase\nC. step ladder\nD. glass cabinet\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "C. step ladder"
}
] | 56.891 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_43 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the red arm chair?\nA. In the upper-right of my view\nB. In the upper-left of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 82.587 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_44 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the corner display shelves?\nA. In the upper-right of my view\nB. In the lower-right of my view\nC. In the upper-left of my view\nD. In the lower-left of my view\nPlease provide your answer by stating the letter followed by the full option."... | 84.32 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_45 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the television relative to the couch?\nA. To the front-right of the couch\nB. To the back-left of the couch\nC. To the front-left of the couch\nD. To the back-right of the couch\nPlease provide your answer by stating the letter followed b... | 78.454 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_46 | [
{
"from": "human",
"value": "<image>\nAmong these objects, which one is closest to the black arm chair?\nA. bookcase\nB. television\nC. console table\nD. display unit\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "C. console table"
... | 76.554 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_47 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the console table?\nA. In the lower-left of my view\nB. In the upper-left of my view\nC. In the lower-right of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 47.126 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_48 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the console table relative to the couch?\nA. To the front-left of the couch\nB. To the front-right of the couch\nC. To the back-left of the couch\nD. To the back-right of the couch\nPlease provide your answer by stating the letter followe... | 53.425 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_49 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the bar stool?\nA. In the upper-right of my view\nB. In the upper-left of my view\nC. In the lower-right of my view\nD. In the lower-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 86.619 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_50 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black arm chair?\nA. In the lower-left of my view\nB. In the upper-right of my view\nC. In the lower-right of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 53.691 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_51 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the couch?\nA. In the upper-left of my view\nB. In the lower-right of my view\nC. In the lower-left of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
"fr... | 79.454 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_52 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the refrigerator relative to the glass cabinet?\nA. To the front-right of the glass cabinet\nB. To the back-left of the glass cabinet\nC. To the back-right of the glass cabinet\nD. To the front-left of the glass cabinet\nPlease provide yo... | 68.789 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_53 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the bar stool?\nA. In the lower-left of my view\nB. In the upper-left of my view\nC. In the upper-right of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 64.59 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_54 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the console table?\nA. In the upper-right of my view\nB. In the lower-right of my view\nC. In the lower-left of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 48.526 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq131_M1292_55 | [
{
"from": "human",
"value": "<image>\nAmong these objects, which one is closest to the television?\nA. corner display shelves\nB. black coffee table\nC. bookcase\nD. bar stool\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "A. corner ... | 84.187 | ADT | ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_56 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the couch relative to the red arm chair?\nA. To the back-left of the red arm chair\nB. To the front-left of the red arm chair\nC. To the front-right of the red arm chair\nD. To the back-right of the red arm chair\nPlease provide your answ... | 51.625 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_57 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the couch relative to the console table?\nA. To the front-left of the console table\nB. To the back-left of the console table\nC. To the front-right of the console table\nD. To the back-right of the console table\nPlease provide your answ... | 79.487 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_58 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the yellow arm chair relative to the couch?\nA. To the front-right of the couch\nB. To the back-left of the couch\nC. To the back-right of the couch\nD. To the front-left of the couch\nPlease provide your answer by stating the letter foll... | 46.859 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_59 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black arm chair?\nA. In the upper-right of my view\nB. In the upper-left of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 89.719 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_60 | [
{
"from": "human",
"value": "<image>\nAmong these objects, which one is closest to the bar stool?\nA. display unit\nB. black arm chair\nC. refrigerator\nD. dining table\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "D. dining table"
... | 58.291 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_61 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the red arm chair relative to the chair?\nA. To the back-right of the chair\nB. To the front-left of the chair\nC. To the front-right of the chair\nD. To the back-left of the chair\nPlease provide your answer by stating the letter followe... | 52.458 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_62 | [
{
"from": "human",
"value": "<image>\nAmong these objects, which one is closest to the red arm chair?\nA. bookcase\nB. yellow arm chair\nC. black arm chair\nD. television\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "B. yellow arm c... | 51.925 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_63 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the console table relative to the bookcase?\nA. To the back-left of the bookcase\nB. To the back-right of the bookcase\nC. To the front-left of the bookcase\nD. To the front-right of the bookcase\nPlease provide your answer by stating the... | 79.121 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_64 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black coffee table?\nA. In the lower-left of my view\nB. In the lower-right of my view\nC. In the upper-left of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
}... | 81.52 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_65 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the couch relative to the chair?\nA. To the back-left of the chair\nB. To the front-left of the chair\nC. To the back-right of the chair\nD. To the front-right of the chair\nPlease provide your answer by stating the letter followed by the... | 88.086 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_66 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the couch?\nA. In the lower-left of my view\nB. In the upper-right of my view\nC. In the upper-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
"fr... | 81.22 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_67 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the couch relative to the television?\nA. To the front-left of the television\nB. To the front-right of the television\nC. To the back-left of the television\nD. To the back-right of the television\nPlease provide your answer by stating t... | 81.054 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_68 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the dining table?\nA. In the lower-left of my view\nB. In the lower-right of my view\nC. In the upper-left of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 58.324 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_69 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the dining table?\nA. In the lower-right of my view\nB. In the lower-left of my view\nC. In the upper-right of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 57.957 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_70 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the couch?\nA. In the lower-left of my view\nB. In the lower-right of my view\nC. In the upper-left of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
"fr... | 51.258 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_71 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the refrigerator relative to the bar stool?\nA. To the front-left of the bar stool\nB. To the back-right of the bar stool\nC. To the front-right of the bar stool\nD. To the back-left of the bar stool\nPlease provide your answer by stating... | 61.823 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_72 | [
{
"from": "human",
"value": "<image>\nAmong these objects, which one is closest to the console table?\nA. yellow arm chair\nB. couch\nC. refrigerator\nD. black arm chair\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "D. black arm cha... | 79.187 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_73 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the couch?\nA. In the lower-left of my view\nB. In the upper-left of my view\nC. In the upper-right of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
"fr... | 53.691 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_74 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the television?\nA. In the upper-right of my view\nB. In the upper-left of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 89.652 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_75 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the red arm chair?\nA. In the lower-right of my view\nB. In the lower-left of my view\nC. In the upper-right of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 48.292 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_76 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the yellow arm chair?\nA. In the lower-left of my view\nB. In the upper-right of my view\nC. In the upper-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 83.42 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_77 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black arm chair?\nA. In the lower-right of my view\nB. In the lower-left of my view\nC. In the upper-right of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 80.121 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_78 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black arm chair?\nA. In the lower-right of my view\nB. In the lower-left of my view\nC. In the upper-left of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 50.659 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_79 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the television?\nA. In the upper-left of my view\nB. In the lower-right of my view\nC. In the lower-left of my view\nD. In the upper-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 89.952 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_80 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the red arm chair?\nA. In the upper-left of my view\nB. In the lower-left of my view\nC. In the upper-right of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 47.526 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_81 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the black coffee table relative to the couch?\nA. To the back-right of the couch\nB. To the front-left of the couch\nC. To the back-left of the couch\nD. To the front-right of the couch\nPlease provide your answer by stating the letter fo... | 81.22 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_82 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the yellow arm chair relative to the chair?\nA. To the back-left of the chair\nB. To the back-right of the chair\nC. To the front-right of the chair\nD. To the front-left of the chair\nPlease provide your answer by stating the letter foll... | 46.859 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_83 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the dining table?\nA. In the upper-right of my view\nB. In the upper-left of my view\nC. In the lower-right of my view\nD. In the lower-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 57.891 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_84 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the couch relative to the chair?\nA. To the back-right of the chair\nB. To the front-left of the chair\nC. To the front-right of the chair\nD. To the back-left of the chair\nPlease provide your answer by stating the letter followed by the... | 50.492 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_85 | [
{
"from": "human",
"value": "<image>\nHow many chairs are clearly visible right now?\nA. 4\nB. 3\nC. 6\nD. 5\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "A. 4"
}
] | 46.326 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_86 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the television?\nA. In the upper-right of my view\nB. In the upper-left of my view\nC. In the lower-right of my view\nD. In the lower-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 90.086 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_87 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the bar stool?\nA. In the lower-right of my view\nB. In the lower-left of my view\nC. In the upper-right of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 94.485 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_88 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the black arm chair?\nA. In the upper-left of my view\nB. In the upper-right of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
... | 78.121 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_89 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the television relative to the black arm chair?\nA. To the back-right of the black arm chair\nB. To the front-right of the black arm chair\nC. To the back-left of the black arm chair\nD. To the front-left of the black arm chair\nPlease pr... | 80.254 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_90 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the chair?\nA. In the lower-right of my view\nB. In the upper-left of my view\nC. In the upper-right of my view\nD. In the lower-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
"fr... | 46.493 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_91 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the black arm chair relative to the bar stool?\nA. To the back-right of the bar stool\nB. To the front-left of the bar stool\nC. To the front-right of the bar stool\nD. To the back-left of the bar stool\nPlease provide your answer by stat... | 73.122 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_92 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the red arm chair?\nA. In the lower-right of my view\nB. In the upper-right of my view\nC. In the upper-left of my view\nD. In the lower-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 48.326 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_93 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the table?\nA. In the lower-right of my view\nB. In the upper-right of my view\nC. In the lower-left of my view\nD. In the upper-left of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
"fr... | 61.657 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_94 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the couch?\nA. In the upper-right of my view\nB. In the upper-left of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
"fr... | 54.391 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_95 | [
{
"from": "human",
"value": "<image>\nAmong these objects, which one is closest to the black coffee table?\nA. display unit\nB. bookcase\nC. couch\nD. black arm chair\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "C. couch"
}
] | 81.487 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_96 | [
{
"from": "human",
"value": "<image>\nFrom my point of view, where is the couch relative to the black arm chair?\nA. To the front-right of the black arm chair\nB. To the back-right of the black arm chair\nC. To the front-left of the black arm chair\nD. To the back-left of the black arm chair\nPlease provide... | 51.358 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_97 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the red arm chair?\nA. In the lower-left of my view\nB. In the upper-right of my view\nC. In the upper-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{... | 47.392 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_98 | [
{
"from": "human",
"value": "<image>\nIn my current view, where is the dining table?\nA. In the upper-right of my view\nB. In the upper-left of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."
},
{
... | 57.824 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
Apartment_release_clean_seq133_M1292_99 | [
{
"from": "human",
"value": "<image>\nAmong these objects, which one is closest to the television?\nA. red arm chair\nB. table\nC. black coffee table\nD. display unit\nPlease provide your answer by stating the letter followed by the full option."
},
{
"from": "gpt",
"value": "C. black coffee tab... | 81.154 | ADT | ADT_Apartment_release_clean_seq133_M1292_preview_rgb.mp4 |
End of preview.
RealTimeVideo-Instruct-112K
A real-time video QA corpus of 112,102 instruction samples. Each question is posed at the moment its answer first becomes visible in the video, so a model must answer from the current scene rather than from the whole clip. It was used, together with offline long-video QA from LLaVA-Video-178K, to train StreamTTT.
Annotations only. No video is redistributed. Download each source video set from its original provider (see Video sources).
Contents
| file | samples | source videos | task |
|---|---|---|---|
LLaVA-Video-178K/llava_realtime_perception_processed.json |
31,619 | LLaVA-Video-178K | open-ended + MC perception |
Ego4D/qa_Ego4D.json |
22,493 | Ego4D | MC action anticipation, egocentric QA |
QVHighlight/qa_QVHighlight.json |
19,577 | QVHighlights | MC perception |
ET-Instruct-164K/qa_how_to_caption.json |
12,733 | E.T. Instruct 164K | real-time captioning |
ActivityNet/qa_ActivityNet.json |
9,016 | ActivityNet | MC perception |
ADT/qa_ADT.json |
6,861 | Aria Digital Twin | MC egocentric spatial reasoning |
ET-Instruct-164K/qa_EgoTimeQA.json |
6,838 | E.T. Instruct 164K | open-ended egocentric QA |
ActivityNet/caption_activitynet.json |
2,965 | ActivityNet | real-time captioning |
| total | 112,102 |
Format
Each file is a JSON list in LLaVA conversation format, one single-turn QA per entry:
{
"id": "Apartment_release_clean_seq131_M1292_0",
"conversations": [
{"from": "human", "value": "<image>\nIn my current view, where is the bar stool?\nA. In the upper-left of my view\nB. In the upper-right of my view\nC. In the lower-left of my view\nD. In the lower-right of my view\nPlease provide your answer by stating the letter followed by the full option."},
{"from": "gpt", "value": "D. In the lower-right of my view"}
],
"rt_time": "63.79",
"data_source": "ADT",
"video": "ADT_Apartment_release_clean_seq131_M1292_preview_rgb.mp4"
}
| field | description |
|---|---|
id |
sample id |
conversations |
question (human) and answer (gpt); <image> marks where the video goes |
rt_time |
query time in seconds — the video is shown only up to this point |
video |
video path, relative to the source's video directory |
data_source |
originating dataset / subset |
proact_time |
(some files) original query time in Streamo, before relocation to rt_time; kept for reference, not used in training |
start, end |
(qa_how_to_caption.json only) segment boundaries of the captioned step, in seconds |
Types are not uniform across files: rt_time and proact_time are strings in
most files and numbers in some (cast with float()), and id may be an integer
or a string.
Construction
Built as described in Appendix B of the paper:
- proactive queries from Streamo are relocated to their annotated answer time
(
t_q := t_a); - additional action, spatial-reasoning, anticipation, and captioning samples are derived directly from ground-truth annotations of EgoTimeQA, Aria Digital Twin, and Ego4D Short-Term Anticipation.
Usage
huggingface-cli download zeyun-zhong/RealTimeVideo-Instruct-112K \
--repo-type dataset --local-dir $DATA_DIR
Then place the videos under the layout described in
docs/DATA.md.
The StreamTTT dataloader reads these files directly via --dataset_use.
Video sources
| source | used by | access |
|---|---|---|
| LLaVA-Video-178K | llava_realtime_perception |
HF download |
| ActivityNet | qa_ActivityNet, caption_activitynet |
request form |
| QVHighlights | qa_QVHighlight |
direct download |
| E.T. Instruct 164K | qa_EgoTimeQA, qa_how_to_caption |
HF download |
| Ego4D | qa_Ego4D |
license agreement required |
| Aria Digital Twin | qa_ADT |
via projectaria_tools |
License
The annotations are released under CC-BY-4.0.
Exception: ADT/qa_ADT.json derives from Aria Digital Twin ground truth and
is released under CC-BY-NC-SA-4.0 (non-commercial, share-alike).
Videos are not included; each source keeps its own terms, some of which require
a signed agreement or prohibit commercial use.
Citation
@article{chen2026streamttt,
title = {StreamTTT: Reconciling Real-Time Perception and Long-Term Memory in Streaming VLMs},
author = {Chen, Joya and Zhong, Zeyun and Shou, Mike Zheng},
journal = {arXiv preprint arXiv:2608.13416},
year = {2026}
}
Please also cite the source datasets whose videos you use.
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