schema_version int64 | sample_id string | benchmark string | split string | source_group_id string | source_record dict | question string | answer_type string | options list | assets list | initial_media list | input_profile string | allowed_tools list | prompt_version string | system_prompt string | user_text string | private_target dict | metadata dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2 | daily_omni:-l8djVj0FcU:q84 | daily_omni | test_id | 46f1f42ef0153b4f3f56dd4430e57e183b4572b5d35ebf280544385aaca7bdb6 | {
"path": "data/dailyomni/qa.json",
"row": 84,
"nested_index": null
} | Which two specific economic factors directly enabled Harry's financial success as a 'Pandemic's winner'? | single_choice | [
{
"id": "A",
"text": "Tax incentives and healthcare industry growth"
},
{
"id": "B",
"text": "Government stimulus checks and property sales"
},
{
"id": "C",
"text": "Lower expenses and booming job market"
},
{
"id": "D",
"text": "Remote work policies and stock investments... | [
{
"asset_id": "daily_omni:-l8djVj0FcU",
"kind": "video",
"uri": "assets/daily_omni/60cc9461f316080abbe174d8d0954bca8c40980811fd2ad0d12a21fe49f74ed6.mp4",
"canonical_source_id": "youtube:-l8djVj0FcU",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:-l8djVj0FcU",
"kind": "image",
"uri": "initial_media/image/39154db79f54de02ae4f0221eadf6811cb5ae4989a31e4e0363846f962024ef8.jpg",
"timebase_id": "sha256:60cc9461f316080abbe174d8d0954bca8c40980811fd2ad0d12a21fe49f74ed6:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: Which two specific economic factors directly enabled Harry's financial success as a 'Pandemic's winner'?
Answer type: single_choice
Options:
A. Tax incentives and healthcare industry growth
B. Government stimulus checks and property sales
C. Lower expenses and booming job market
D. Remote work policies and st... | {
"choice_ids": [
"C"
],
"answer_text": "Lower expenses and booming job market",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "Education",
"question_type": "Inference",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:-xQbyezhw_k:q431 | daily_omni | test_id | b9e717dc778f2ee7ea317071132a17d55fa099d23aff7f871f5d5b106df11d86 | {
"path": "data/dailyomni/qa.json",
"row": 431,
"nested_index": null
} | Considering both the visual and audio information, what is the likely setting when the phrase 'Starting at Hooton Avenue and going all the way to State Avenue' is spoken? | single_choice | [
{
"id": "A",
"text": "An outdoor scene near the mentioned avenues."
},
{
"id": "B",
"text": "A live news broadcast in a studio."
},
{
"id": "C",
"text": "A casual conversation between friends at home."
},
{
"id": "D",
"text": "An noisy office with a map displayed."
}
] | [
{
"asset_id": "daily_omni:-xQbyezhw_k",
"kind": "video",
"uri": "assets/daily_omni/f8dc53d39548e4f78be3e65b696c5172acb1fd61bc64b226055a933a4fc33372.mp4",
"canonical_source_id": "youtube:-xQbyezhw_k",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:-xQbyezhw_k",
"kind": "image",
"uri": "initial_media/image/51268f065e2d8544b398ce1a35573b4c452b6fdc9b25cf4bb5e0d63ec37a3292.jpg",
"timebase_id": "sha256:f8dc53d39548e4f78be3e65b696c5172acb1fd61bc64b226055a933a4fc33372:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: Considering both the visual and audio information, what is the likely setting when the phrase 'Starting at Hooton Avenue and going all the way to State Avenue' is spoken?
Answer type: single_choice
Options:
A. An outdoor scene near the mentioned avenues.
B. A live news broadcast in a studio.
C. A casual conve... | {
"choice_ids": [
"B"
],
"answer_text": "A live news broadcast in a studio.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Context understanding",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:-xfgovG6-KU:q429 | daily_omni | test_id | 1eed3560b21fe22ddb9017dd7078ae18d670c4fd9899f2103acfdc11ef66bff9 | {
"path": "data/dailyomni/qa.json",
"row": 429,
"nested_index": null
} | What was the man out of view saying while the man in the white shirt and black sleeves was leaning into the car? | single_choice | [
{
"id": "A",
"text": "He described a small LED light near the door handle."
},
{
"id": "B",
"text": "He talked about the car's acceleration capabilities."
},
{
"id": "C",
"text": "He commented on the presence of a web browser and Google partnership."
},
{
"id": "D",
"text... | [
{
"asset_id": "daily_omni:-xfgovG6-KU",
"kind": "video",
"uri": "assets/daily_omni/941657569d5119c4ea73aac015540dce33fe376bba9b985015fea9d844d5d472.mp4",
"canonical_source_id": "youtube:-xfgovG6-KU",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:-xfgovG6-KU",
"kind": "image",
"uri": "initial_media/image/d71c4b42905e862eb935bdc95f8e98dd2f9ba3907c13fd7be2f1716d954f2ed9.jpg",
"timebase_id": "sha256:941657569d5119c4ea73aac015540dce33fe376bba9b985015fea9d844d5d472:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: What was the man out of view saying while the man in the white shirt and black sleeves was leaning into the car?
Answer type: single_choice
Options:
A. He described a small LED light near the door handle.
B. He talked about the car's acceleration capabilities.
C. He commented on the presence of a web browser ... | {
"choice_ids": [
"C"
],
"answer_text": "He commented on the presence of a web browser and Google partnership.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "AV Event Alignment",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:026dzf-vc5g:q647 | daily_omni | test_id | 869a09feb7d6127ecd14d68ae64429d50fdf1c705a2bfd890c0c590e4ce35894 | {
"path": "data/dailyomni/qa.json",
"row": 647,
"nested_index": null
} | During which two specific actions did the audience applaud? | single_choice | [
{
"id": "A",
"text": "Handstand sequence and audience interaction"
},
{
"id": "B",
"text": "Initial music cue and final pose"
},
{
"id": "C",
"text": "Scorpion pose and back walkover"
},
{
"id": "D",
"text": "Cartwheel completion and stage exit"
}
] | [
{
"asset_id": "daily_omni:026dzf-vc5g",
"kind": "video",
"uri": "assets/daily_omni/72f0f6bde16bacd7a64acf6d7841ea24e7e4c5cc1b782edf651b9b347395abc9.mp4",
"canonical_source_id": "youtube:026dzf-vc5g",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:026dzf-vc5g",
"kind": "image",
"uri": "initial_media/image/945061f8c744dc2f8efbe214a169d2f5a9cd4ba207514030082f0faa0891afce.jpg",
"timebase_id": "sha256:72f0f6bde16bacd7a64acf6d7841ea24e7e4c5cc1b782edf651b9b347395abc9:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: During which two specific actions did the audience applaud?
Answer type: single_choice
Options:
A. Handstand sequence and audience interaction
B. Initial music cue and final pose
C. Scorpion pose and back walkover
D. Cartwheel completion and stage exit
Authorized media:
daily_omni:026dzf-vc5g, kind=video, dur... | {
"choice_ids": [
"D"
],
"answer_text": "Cartwheel completion and stage exit",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "No content_parent_category provided",
"question_type": "Comparative",
"duration_bucket": "medium",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:02XbmweOzOY:q452 | daily_omni | test_id | 8d865fa365d018fe55aa164c1b92ae2c3519dd387990db23c28482f9ddf3938c | {
"path": "data/dailyomni/qa.json",
"row": 452,
"nested_index": null
} | Considering the audio and visual content, what is the likely setting of the 'very tiny leak' discussion? | single_choice | [
{
"id": "A",
"text": "Inside the workshop with the red air compressor."
},
{
"id": "B",
"text": "Near a plumbing system inside the garage."
},
{
"id": "C",
"text": "Inside the car's passenger compartment."
},
{
"id": "D",
"text": "Outdoors, near the white car being repair... | [
{
"asset_id": "daily_omni:02XbmweOzOY",
"kind": "video",
"uri": "assets/daily_omni/ec2596ba6eb8787babf6c6fe85b619479914d2047a5aaa85c918583a6ceca3d0.mp4",
"canonical_source_id": "youtube:02XbmweOzOY",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:02XbmweOzOY",
"kind": "image",
"uri": "initial_media/image/cdd832f3269f9077960ce844427f827e2dcdaf43d72699a7255a9583f1c30897.jpg",
"timebase_id": "sha256:ec2596ba6eb8787babf6c6fe85b619479914d2047a5aaa85c918583a6ceca3d0:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: Considering the audio and visual content, what is the likely setting of the 'very tiny leak' discussion?
Answer type: single_choice
Options:
A. Inside the workshop with the red air compressor.
B. Near a plumbing system inside the garage.
C. Inside the car's passenger compartment.
D. Outdoors, near the white c... | {
"choice_ids": [
"D"
],
"answer_text": "Outdoors, near the white car being repaired.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Inference",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:0ARh-9Amrv0:q458 | daily_omni | test_id | bec575b381ed83cd6f3e47418c1ebf75fb60520b76e5bf7328235549614587eb | {
"path": "data/dailyomni/qa.json",
"row": 458,
"nested_index": null
} | Why might the black pony have looked annoyed when the fluffy creature appeared in the doorway around the time of the knocking sound? | single_choice | [
{
"id": "A",
"text": "Because the fluffy creature had food on its head, as commented by the 'hotdog unibrow' remark."
},
{
"id": "B",
"text": "Because the black pony was expecting someone else, indicated by the surprised 'oh' sound later."
},
{
"id": "C",
"text": "Because the black p... | [
{
"asset_id": "daily_omni:0ARh-9Amrv0",
"kind": "video",
"uri": "assets/daily_omni/192b01e9542878cb0b990e934d91d6f7d674138d6476e993fa264fc069b42b3c.mp4",
"canonical_source_id": "youtube:0ARh-9Amrv0",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:0ARh-9Amrv0",
"kind": "image",
"uri": "initial_media/image/16f8a85236930068fde286b6bc47234b05601aed37b8345239f89a1e0d879019.jpg",
"timebase_id": "sha256:192b01e9542878cb0b990e934d91d6f7d674138d6476e993fa264fc069b42b3c:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: Why might the black pony have looked annoyed when the fluffy creature appeared in the doorway around the time of the knocking sound?
Answer type: single_choice
Options:
A. Because the fluffy creature had food on its head, as commented by the 'hotdog unibrow' remark.
B. Because the black pony was expecting som... | {
"choice_ids": [
"C"
],
"answer_text": "Because the black pony was trying to be quiet, disrupted by the knocking sound.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Reasoning",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:0EvpBtracsk:q470 | daily_omni | test_id | 34567f9555154165500eff73e000536deb9f55b78b15daa20264d7937588a87d | {
"path": "data/dailyomni/qa.json",
"row": 470,
"nested_index": null
} | What happened visually before the male voice started rapping? | single_choice | [
{
"id": "A",
"text": "The 'Download it now!' text appeared"
},
{
"id": "B",
"text": "A blurred image with a round shape was shown"
},
{
"id": "C",
"text": "The product box was shown"
},
{
"id": "D",
"text": "The old online radio interface was displayed"
}
] | [
{
"asset_id": "daily_omni:0EvpBtracsk",
"kind": "video",
"uri": "assets/daily_omni/a18119130880f469409a9536c2fc73e9dd74b537b29c078c0754c8b643953b05.mp4",
"canonical_source_id": "youtube:0EvpBtracsk",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:0EvpBtracsk",
"kind": "image",
"uri": "initial_media/image/9ddb7bf583409762288883d4b7596103b82a7388eaf92dfef167d5a912c22a5c.jpg",
"timebase_id": "sha256:a18119130880f469409a9536c2fc73e9dd74b537b29c078c0754c8b643953b05:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: What happened visually before the male voice started rapping?
Answer type: single_choice
Options:
A. The 'Download it now!' text appeared
B. A blurred image with a round shape was shown
C. The product box was shown
D. The old online radio interface was displayed
Authorized media:
daily_omni:0EvpBtracsk, kind=... | {
"choice_ids": [
"B"
],
"answer_text": "A blurred image with a round shape was shown",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Event Sequence",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:0EvpBtracsk:q472 | daily_omni | test_id | 34567f9555154165500eff73e000536deb9f55b78b15daa20264d7937588a87d | {
"path": "data/dailyomni/qa.json",
"row": 472,
"nested_index": null
} | Compare the audio accompanying the initial product box with the audio accompanying the 'Download it now!' text. | single_choice | [
{
"id": "A",
"text": "Both feature male vocals and guitars."
},
{
"id": "B",
"text": "The first is energetic with percussion, the second is a sad melody."
},
{
"id": "C",
"text": "The first is calmer instrumental, the second is more energetic with male vocals."
},
{
"id": "D"... | [
{
"asset_id": "daily_omni:0EvpBtracsk",
"kind": "video",
"uri": "assets/daily_omni/a18119130880f469409a9536c2fc73e9dd74b537b29c078c0754c8b643953b05.mp4",
"canonical_source_id": "youtube:0EvpBtracsk",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:0EvpBtracsk",
"kind": "image",
"uri": "initial_media/image/9ddb7bf583409762288883d4b7596103b82a7388eaf92dfef167d5a912c22a5c.jpg",
"timebase_id": "sha256:a18119130880f469409a9536c2fc73e9dd74b537b29c078c0754c8b643953b05:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: Compare the audio accompanying the initial product box with the audio accompanying the 'Download it now!' text.
Answer type: single_choice
Options:
A. Both feature male vocals and guitars.
B. The first is energetic with percussion, the second is a sad melody.
C. The first is calmer instrumental, the second is... | {
"choice_ids": [
"C"
],
"answer_text": "The first is calmer instrumental, the second is more energetic with male vocals.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Comparative",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:0GFtqzOWnWg:q477 | daily_omni | test_id | 01ec3a0d123a0d8b7fad9dc88e312d36fcfd5c9e47018eeedbbb6e29d24f83a2 | {
"path": "data/dailyomni/qa.json",
"row": 477,
"nested_index": null
} | Based on the audio and visual, what were they likely doing with the drill and the book titled 'Harry Potter'? | single_choice | [
{
"id": "A",
"text": "Creating a decorative hole."
},
{
"id": "B",
"text": "Assembling a new skateboard."
},
{
"id": "C",
"text": "Securing the book to the board."
},
{
"id": "D",
"text": "Testing the drill's power."
}
] | [
{
"asset_id": "daily_omni:0GFtqzOWnWg",
"kind": "video",
"uri": "assets/daily_omni/bf1a1d00822b74102faa267de5fed38d466fd97d03a12c4e59da5972eec8c4b9.mp4",
"canonical_source_id": "youtube:0GFtqzOWnWg",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:0GFtqzOWnWg",
"kind": "image",
"uri": "initial_media/image/a01f5bfd862faab95878546f8bb988f9bd1efbded1afb5aa70c34ed35917aa8c.jpg",
"timebase_id": "sha256:bf1a1d00822b74102faa267de5fed38d466fd97d03a12c4e59da5972eec8c4b9:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: Based on the audio and visual, what were they likely doing with the drill and the book titled 'Harry Potter'?
Answer type: single_choice
Options:
A. Creating a decorative hole.
B. Assembling a new skateboard.
C. Securing the book to the board.
D. Testing the drill's power.
Authorized media:
daily_omni:0GFtqzO... | {
"choice_ids": [
"B"
],
"answer_text": "Assembling a new skateboard.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Inference",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:0Gxn9FtaJFc:q479 | daily_omni | test_id | 18b6a63bce686e83cdca54a194ea8b0aab6abfd979d85038bf9742e4b2bbee4c | {
"path": "data/dailyomni/qa.json",
"row": 479,
"nested_index": null
} | What visual action was occurring when the male voice began singing the line 'As the day comes to a close and night'? | single_choice | [
{
"id": "A",
"text": "The woman was taking a selfie with her phone."
},
{
"id": "B",
"text": "The man was sitting outdoors looking at his phone."
},
{
"id": "C",
"text": "The man was wearing a blue shirt and glasses."
},
{
"id": "D",
"text": "The man was grimacing with hi... | [
{
"asset_id": "daily_omni:0Gxn9FtaJFc",
"kind": "video",
"uri": "assets/daily_omni/cb437f04be1ae4713fe79f32c89ae5197849fc4b99994d3b1e8390301ba24cec.mp4",
"canonical_source_id": "youtube:0Gxn9FtaJFc",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:0Gxn9FtaJFc",
"kind": "image",
"uri": "initial_media/image/0727236d2ce7d9e6531eb681161a310e4b8e4db3b627f22e706adbc6d74f5b66.jpg",
"timebase_id": "sha256:cb437f04be1ae4713fe79f32c89ae5197849fc4b99994d3b1e8390301ba24cec:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: What visual action was occurring when the male voice began singing the line 'As the day comes to a close and night'?
Answer type: single_choice
Options:
A. The woman was taking a selfie with her phone.
B. The man was sitting outdoors looking at his phone.
C. The man was wearing a blue shirt and glasses.
D. Th... | {
"choice_ids": [
"B"
],
"answer_text": "The man was sitting outdoors looking at his phone.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "AV Event Alignment",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:0J3wJhQVOII:q491 | daily_omni | test_id | df26aca2cf00bb24c6f9d0889fb957da1753cc5e836b0c5a8636bae5dc902ba7 | {
"path": "data/dailyomni/qa.json",
"row": 491,
"nested_index": null
} | In the third segment, the man's questions about 'sewing and school' are likely related to: | single_choice | [
{
"id": "A",
"text": "A debate competition they are preparing for."
},
{
"id": "B",
"text": "Their children's activities and their own teaching profession."
},
{
"id": "C",
"text": "A class the women are taking at the grocery store."
},
{
"id": "D",
"text": "An interview ... | [
{
"asset_id": "daily_omni:0J3wJhQVOII",
"kind": "video",
"uri": "assets/daily_omni/22cb32ee3724906dbb5c33baba403b2d15a5861f34a2b5f479626a4ec350db5f.mp4",
"canonical_source_id": "youtube:0J3wJhQVOII",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:0J3wJhQVOII",
"kind": "image",
"uri": "initial_media/image/3b7c099651ad85454b40827ab7edd5e9fb914d6e3129b63b858304554b8ca0f8.jpg",
"timebase_id": "sha256:22cb32ee3724906dbb5c33baba403b2d15a5861f34a2b5f479626a4ec350db5f:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: In the third segment, the man's questions about 'sewing and school' are likely related to:
Answer type: single_choice
Options:
A. A debate competition they are preparing for.
B. Their children's activities and their own teaching profession.
C. A class the women are taking at the grocery store.
D. An interview... | {
"choice_ids": [
"B"
],
"answer_text": "Their children's activities and their own teaching profession.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Context understanding",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:0NW8rsCj6xQ:q505 | daily_omni | test_id | e859092899fd481413423d56ca921c82376dea0f3c04c166f9623a0d39df19ff | {
"path": "data/dailyomni/qa.json",
"row": 505,
"nested_index": null
} | Which of the following sequences accurately reflects the order of events involving the person in the black shirt? | single_choice | [
{
"id": "A",
"text": "Puts hands on head, hits ball, laughs."
},
{
"id": "B",
"text": "Moves away from table, puts hands on head, hits ball."
},
{
"id": "C",
"text": "Hits ball, laughs, puts hands on head."
},
{
"id": "D",
"text": "Laughs, hits ball, moves away from table... | [
{
"asset_id": "daily_omni:0NW8rsCj6xQ",
"kind": "video",
"uri": "assets/daily_omni/0002fe8cd85e7dfdb5553d0842f4c3b578cbaba619d328aa263c9980d0d04a8b.mp4",
"canonical_source_id": "youtube:0NW8rsCj6xQ",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:0NW8rsCj6xQ",
"kind": "image",
"uri": "initial_media/image/1a979790d69258a0a4e541bc458a78c7c47cbcc9a7fe193dbc2a4ea200ed54e8.jpg",
"timebase_id": "sha256:0002fe8cd85e7dfdb5553d0842f4c3b578cbaba619d328aa263c9980d0d04a8b:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: Which of the following sequences accurately reflects the order of events involving the person in the black shirt?
Answer type: single_choice
Options:
A. Puts hands on head, hits ball, laughs.
B. Moves away from table, puts hands on head, hits ball.
C. Hits ball, laughs, puts hands on head.
D. Laughs, hits bal... | {
"choice_ids": [
"C"
],
"answer_text": "Hits ball, laughs, puts hands on head.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Event Sequence",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:0NW8rsCj6xQ:q506 | daily_omni | test_id | e859092899fd481413423d56ca921c82376dea0f3c04c166f9623a0d39df19ff | {
"path": "data/dailyomni/qa.json",
"row": 506,
"nested_index": null
} | Why does the person in the black shirt begin laughing? | single_choice | [
{
"id": "A",
"text": "Because he won the ping pong match."
},
{
"id": "B",
"text": "Because the ping pong ball hit the ceiling."
},
{
"id": "C",
"text": "Because the other player complimented his shirt."
},
{
"id": "D",
"text": "Because the other player hit the paddle int... | [
{
"asset_id": "daily_omni:0NW8rsCj6xQ",
"kind": "video",
"uri": "assets/daily_omni/0002fe8cd85e7dfdb5553d0842f4c3b578cbaba619d328aa263c9980d0d04a8b.mp4",
"canonical_source_id": "youtube:0NW8rsCj6xQ",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:0NW8rsCj6xQ",
"kind": "image",
"uri": "initial_media/image/1a979790d69258a0a4e541bc458a78c7c47cbcc9a7fe193dbc2a4ea200ed54e8.jpg",
"timebase_id": "sha256:0002fe8cd85e7dfdb5553d0842f4c3b578cbaba619d328aa263c9980d0d04a8b:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: Why does the person in the black shirt begin laughing?
Answer type: single_choice
Options:
A. Because he won the ping pong match.
B. Because the ping pong ball hit the ceiling.
C. Because the other player complimented his shirt.
D. Because the other player hit the paddle into the air.
Authorized media:
daily_... | {
"choice_ids": [
"B"
],
"answer_text": "Because the ping pong ball hit the ceiling.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Reasoning",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:0QYedLfOwcI:q513 | daily_omni | test_id | 5aa72881de4eaeb15ba4a86ab6b184ac8d00474b502a56e98b63aea760aef778 | {
"path": "data/dailyomni/qa.json",
"row": 513,
"nested_index": null
} | What happens visually right after the child says 'Are you farting?'? | single_choice | [
{
"id": "A",
"text": "The dog stares directly at the camera."
},
{
"id": "B",
"text": "The dog bends down suddenly."
},
{
"id": "C",
"text": "The camera pans across the room."
},
{
"id": "D",
"text": "The dog runs away and sits under the table."
}
] | [
{
"asset_id": "daily_omni:0QYedLfOwcI",
"kind": "video",
"uri": "assets/daily_omni/8a3ba73170675b9fceddc2adb2c99b1bfd379b73ad83481a1a2475871a06a5b4.mp4",
"canonical_source_id": "youtube:0QYedLfOwcI",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:0QYedLfOwcI",
"kind": "image",
"uri": "initial_media/image/b88daa1a8b0b84e336c1b9adb2adef91e28ca4f34ffb07adc2f69a30ba645ca3.jpg",
"timebase_id": "sha256:8a3ba73170675b9fceddc2adb2c99b1bfd379b73ad83481a1a2475871a06a5b4:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: What happens visually right after the child says 'Are you farting?'?
Answer type: single_choice
Options:
A. The dog stares directly at the camera.
B. The dog bends down suddenly.
C. The camera pans across the room.
D. The dog runs away and sits under the table.
Authorized media:
daily_omni:0QYedLfOwcI, kind=v... | {
"choice_ids": [
"B"
],
"answer_text": "The dog bends down suddenly.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Event Sequence",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:0QqQ1j1vBgw:q512 | daily_omni | test_id | 591d7b8e8834c955c123f805de8cfeab1ddb437f0cc357d25ac24cc653fccd38 | {
"path": "data/dailyomni/qa.json",
"row": 512,
"nested_index": null
} | Which visual happened immediately before the audio about NASA's Lewis Research Center? | single_choice | [
{
"id": "A",
"text": "A close-up of a propeller with red and blue stripes."
},
{
"id": "B",
"text": "A plane parked on an unpaved surface."
},
{
"id": "C",
"text": "An aerial view of a multi-bladed propeller."
},
{
"id": "D",
"text": "A man in a beige shirt adjusting a di... | [
{
"asset_id": "daily_omni:0QqQ1j1vBgw",
"kind": "video",
"uri": "assets/daily_omni/5b40a0585b1ae140f3f2033c45a5d15317c98507ccd3644b55b037010ce6f282.mp4",
"canonical_source_id": "youtube:0QqQ1j1vBgw",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:0QqQ1j1vBgw",
"kind": "image",
"uri": "initial_media/image/31b8e4298af4ecfd7175060753a79b2df513debe8a9d24d5136d01c4c7488593.jpg",
"timebase_id": "sha256:5b40a0585b1ae140f3f2033c45a5d15317c98507ccd3644b55b037010ce6f282:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: Which visual happened immediately before the audio about NASA's Lewis Research Center?
Answer type: single_choice
Options:
A. A close-up of a propeller with red and blue stripes.
B. A plane parked on an unpaved surface.
C. An aerial view of a multi-bladed propeller.
D. A man in a beige shirt adjusting a dial.... | {
"choice_ids": [
"D"
],
"answer_text": "A man in a beige shirt adjusting a dial.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Event Sequence",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
2 | daily_omni:0YTieIiZNN4:q523 | daily_omni | test_id | ae40684d17d12071424c61e20aeba64f6c9689995b3a739947c7559178a11703 | {
"path": "data/dailyomni/qa.json",
"row": 523,
"nested_index": null
} | Why might there be a clicking sound in the second segment(10-20s) before the sound of a gunshot? | single_choice | [
{
"id": "A",
"text": "It's the sound of the magazine being inserted."
},
{
"id": "B",
"text": "It's the sound of the safety being engaged."
},
{
"id": "C",
"text": "It's the sound of the bullet hitting the target."
},
{
"id": "D",
"text": "It's the sound of adjusting the ... | [
{
"asset_id": "daily_omni:0YTieIiZNN4",
"kind": "video",
"uri": "assets/daily_omni/eaaa755bc36044a2869443c6f79cb1ab64e57806924adcc141ec34461a620163.mp4",
"canonical_source_id": "youtube:0YTieIiZNN4",
"lineage_roots": [],
"allowed_modalities": [
"image",
"audio",
"video"
... | [
{
"asset_id": "daily_omni:0YTieIiZNN4",
"kind": "image",
"uri": "initial_media/image/93df5119d1449bd93e2910c580f51a4925d4fceaf53db55b879d610e39de8e44.jpg",
"timebase_id": "sha256:eaaa755bc36044a2869443c6f79cb1ab64e57806924adcc141ec34461a620163:pts",
"start_us": null,
"end_us": null,
"fra... | agent_v2 | [
"retrieve",
"inspect",
"finish"
] | agent_v2_1 | You are OmniRAG-Agent, an evidence-grounded analyst for questions about
images, audio, and video. Resolve the user's question using the authorized
media and the evidence available in this episode.
TASK AND EVIDENCE
Keep the question, answer type, options, and media permissions fixed.
Distinguish what you directly saw ... | Question: Why might there be a clicking sound in the second segment(10-20s) before the sound of a gunshot?
Answer type: single_choice
Options:
A. It's the sound of the magazine being inserted.
B. It's the sound of the safety being engaged.
C. It's the sound of the bullet hitting the target.
D. It's the sound of adjusti... | {
"choice_ids": [
"A"
],
"answer_text": "It's the sound of the magazine being inserted.",
"aliases": [],
"scorer_id": "choice_exact_v2",
"gold_evidence": []
} | {
"category": "unspecified",
"question_type": "Reasoning",
"duration_bucket": "short",
"label_basis": "exact_id_or_unique_text",
"media_status": "ready",
"casebook_exposed": false
} |
End of preview. Expand in Data Studio
OmniGraphRAG test768
This private experimental snapshot contains 768 held-out multiple-choice questions: 128 questions each from DailyOmni, MMAU, OmniBench, OmniVideoBench, VideoMME, and WorldSense. These are the project's selected evaluation subsets, not the complete upstream benchmark test sets.
| benchmark | questions | original assets |
|---|---|---|
| daily_omni | 128 | 120 videos |
| mmau | 128 | 128 audio files |
| omnibench | 128 | 128 images and 128 audio files |
| omnivideobench | 128 | 120 videos |
| videomme | 128 | 124 videos |
| worldsense | 128 | 124 videos |
Files
data/test.parquetanddata/test.jsonl: portable copies of the same 768 questions. Onlyassets[].uriandinitial_media[].urihave been changed to paths relative to the repository snapshot root. Questions, choices, answers, sample IDs, splits, and all remaining fields are preserved.assets/<benchmark>/: 868 unique media contents serving 872 original asset IDs, uploaded without transcoding, truncation, or other content changes. Three MMAU asset pairs share audio files; two OmniVideoBench source files have identical content. Names use SHA-256 hashes.initial_media/: additional frames and audio referenced by the existing initial-input protocol. These are existing derived files, not replacements for the original assets.media_catalog.parquet: the catalog filtered to these test assets, with portable URIs. Original machine-specific stat metadata is provenance only.files_manifest.json: relative paths, byte sizes, and SHA-256 checksums.source/: the original test Parquet, JSONL, README and export manifest, preserved byte-for-byte. These source test files retain their original machine-specific absolute paths.
Download and use
from pathlib import Path
from huggingface_hub import snapshot_download
import pyarrow.parquet as pq
root = Path(snapshot_download(
repo_id="JackMuX3Y/OmniGraphRAG-test768",
repo_type="dataset",
token=True,
))
rows = pq.read_table(root / "data/test.parquet").to_pylist()
sample = rows[0]
media_path = root / sample["assets"][0]["uri"]
The benchmark field selects a benchmark. private_target contains the
evaluation answer and must not be included in model inputs. The row-level
split namespace remains test_id, while the Hub dataset configuration exposes
the selected held-out data as test.
This is an experimental subset assembled from the six named upstream benchmarks. Original asset rights and upstream dataset terms remain applicable; this snapshot does not relicense third-party content.
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