{ "aggregates": { "case": { "cc-video-cat-opening-door": { "attempts": 2, "latency_p50_seconds": 1.5357245000000002, "latency_p95_seconds": 2.440687, "pass_rate": 1.0, "passed": 2 }, "cc-video-chemical-traffic-light": { "attempts": 2, "latency_p50_seconds": 1.99557, "latency_p95_seconds": 2.875986, "pass_rate": 1.0, "passed": 2 }, "image-chart": { "attempts": 2, "latency_p50_seconds": 0.378784, "latency_p95_seconds": 0.391841, "pass_rate": 1.0, "passed": 2 }, "image-ocr": { "attempts": 2, "latency_p50_seconds": 0.212664, "latency_p95_seconds": 0.219214, "pass_rate": 1.0, "passed": 2 }, "image-scene": { "attempts": 2, "latency_p50_seconds": 0.7986305, "latency_p95_seconds": 0.857506, "pass_rate": 1.0, "passed": 2 }, "image-spatial-count": { "attempts": 2, "latency_p50_seconds": 0.0997255, "latency_p95_seconds": 0.116603, "pass_rate": 1.0, "passed": 2 }, "image-ui": { "attempts": 2, "latency_p50_seconds": 0.300306, "latency_p95_seconds": 0.309099, "pass_rate": 1.0, "passed": 2 }, "mixed-video-four-images": { "attempts": 2, "latency_p50_seconds": 0.6119095, "latency_p95_seconds": 0.63508, "pass_rate": 1.0, "passed": 2 }, "mixed-video-one-image": { "attempts": 2, "latency_p50_seconds": 0.829949, "latency_p95_seconds": 0.842951, "pass_rate": 1.0, "passed": 2 }, "multi-image-comparison": { "attempts": 2, "latency_p50_seconds": 0.502514, "latency_p95_seconds": 0.516176, "pass_rate": 1.0, "passed": 2 }, "video-continuity-120s": { "attempts": 2, "latency_p50_seconds": 0.26045050000000003, "latency_p95_seconds": 0.285972, "pass_rate": 1.0, "passed": 2 }, "video-event-localization-60s": { "attempts": 2, "latency_p50_seconds": 0.3481835, "latency_p95_seconds": 0.453994, "pass_rate": 0.0, "passed": 0 }, "video-ocr-30s": { "attempts": 2, "latency_p50_seconds": 0.19424, "latency_p95_seconds": 0.210786, "pass_rate": 1.0, "passed": 2 }, "video-state-change-30s": { "attempts": 2, "latency_p50_seconds": 0.5192415, "latency_p95_seconds": 0.558229, "pass_rate": 1.0, "passed": 2 }, "video-temporal-order-10s": { "attempts": 2, "latency_p50_seconds": 0.341095, "latency_p95_seconds": 0.532847, "pass_rate": 1.0, "passed": 2 } }, "modality": { "image": { "attempts": 12, "latency_p50_seconds": 0.337413, "latency_p95_seconds": 0.857506, "pass_rate": 1.0, "passed": 12 }, "mixed": { "attempts": 4, "latency_p50_seconds": 0.7260135, "latency_p95_seconds": 0.842951, "pass_rate": 1.0, "passed": 4 }, "video": { "attempts": 14, "latency_p50_seconds": 0.467124, "latency_p95_seconds": 2.875986, "pass_rate": 0.8571428571428571, "passed": 12 } } }, "attempts": [ { "case_id": "cc-video-cat-opening-door", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 490171, "kind": "video", "mime": "video/mp4", "path": "cc/cat-opening-door-normalized.mp4", "sha256": "b01ffe7800a3f74eead304a06bf35ece0e8917e107e1ce1e25837f3b5611cb61" } ], "modality": "video", "output": "The animal is a cat. The cat is trying to open a closed door by jumping and scratching at it.", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": { "num_frames": 16 }, "seconds": 2.440687, "usage": { "completion_tokens": 23, "prompt_tokens": 11808, "prompt_tokens_details": null, "total_tokens": 11831 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "cat" }, { "passed": true, "type": "contains_casefold", "value": "door" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "cc-video-cat-opening-door", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 490171, "kind": "video", "mime": "video/mp4", "path": "cc/cat-opening-door-normalized.mp4", "sha256": "b01ffe7800a3f74eead304a06bf35ece0e8917e107e1ce1e25837f3b5611cb61" } ], "modality": "video", "output": "The animal is a cat. The cat is trying to open a closed door by jumping and scratching at it.", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": { "num_frames": 16 }, "seconds": 0.630762, "usage": { "completion_tokens": 23, "prompt_tokens": 11808, "prompt_tokens_details": null, "total_tokens": 11831 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "cat" }, { "passed": true, "type": "contains_casefold", "value": "door" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "cc-video-chemical-traffic-light", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 459852, "kind": "video", "mime": "video/mp4", "path": "cc/chemical-traffic-light-normalized.mp4", "sha256": "1ab998a0339eaedb8494392be2c11f02bf9ce2f632fb01cf51b7089990d18f9c" } ], "modality": "video", "output": "The video showcases a chemical experiment known as the \"Chemical Traffic Light.\" It begins with a bottle containing a yellow liquid, which is a mixture of NaOH (sodium hydroxide), dextrose (glucose), and 1% indigo carmine. The bottle is shaken, causing the liquid to turn green, indicating the oxidized state. Over time, the green color gradually changes to orange and then to a deep red, demonstrating the progression of the chemical reaction.", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": { "num_frames": 24 }, "seconds": 2.875986, "usage": { "completion_tokens": 99, "prompt_tokens": 12221, "prompt_tokens_details": null, "total_tokens": 12320 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "color" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "cc-video-chemical-traffic-light", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 459852, "kind": "video", "mime": "video/mp4", "path": "cc/chemical-traffic-light-normalized.mp4", "sha256": "1ab998a0339eaedb8494392be2c11f02bf9ce2f632fb01cf51b7089990d18f9c" } ], "modality": "video", "output": "The video showcases a chemical experiment known as the \"Chemical Traffic Light.\" It begins with a bottle containing a yellow liquid, which is a mixture of NaOH (sodium hydroxide), dextrose (glucose), and 1% indigo carmine. The bottle is shaken, causing the liquid to turn green, indicating the oxidized state. Over time, the green color gradually changes to orange and then to a deep red, demonstrating the progression of the chemical reaction.", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": { "num_frames": 24 }, "seconds": 1.115154, "usage": { "completion_tokens": 99, "prompt_tokens": 12221, "prompt_tokens_details": null, "total_tokens": 12320 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "color" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-chart", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 12635, "kind": "image", "mime": "image/png", "path": "chart.png", "sha256": "c905e453c4e16eb274e46992d1a901bbced8f2314b47b9d408971bb176ab2f3e" } ], "modality": "image", "output": "Based on the provided bar chart titled \"QUARTERLY UNITS\", here are the quarters and their corresponding values in ascending quarter order:\n\n- **Q1**: 10\n- **Q2**: 20\n- **Q3**: 30", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": null, "seconds": 0.391841, "usage": { "completion_tokens": 56, "prompt_tokens": 249, "prompt_tokens_details": null, "total_tokens": 305 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "Q1", "10", "Q2", "20", "Q3", "30" ] } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-chart", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 12635, "kind": "image", "mime": "image/png", "path": "chart.png", "sha256": "c905e453c4e16eb274e46992d1a901bbced8f2314b47b9d408971bb176ab2f3e" } ], "modality": "image", "output": "Based on the provided bar chart titled \"QUARTERLY UNITS\", here are the quarters and their corresponding values in ascending quarter order:\n\n- **Q1**: 10\n- **Q2**: 20\n- **Q3**: 30", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": null, "seconds": 0.365727, "usage": { "completion_tokens": 56, "prompt_tokens": 249, "prompt_tokens_details": null, "total_tokens": 305 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "Q1", "10", "Q2", "20", "Q3", "30" ] } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-ocr", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 15916, "kind": "image", "mime": "image/png", "path": "ocr.png", "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e" } ], "modality": "image", "output": "ANVIL READY\nCODE 42917\nTEMPERATURE 42 C", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": null, "seconds": 0.219214, "usage": { "completion_tokens": 21, "prompt_tokens": 245, "prompt_tokens_details": null, "total_tokens": 266 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "ANVIL READY" }, { "passed": true, "type": "contains_casefold", "value": "42917" }, { "passed": true, "type": "contains_casefold", "value": "42" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-ocr", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 15916, "kind": "image", "mime": "image/png", "path": "ocr.png", "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e" } ], "modality": "image", "output": "ANVIL READY\nCODE 42917\nTEMPERATURE 42 C", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": null, "seconds": 0.206114, "usage": { "completion_tokens": 21, "prompt_tokens": 245, "prompt_tokens_details": null, "total_tokens": 266 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "ANVIL READY" }, { "passed": true, "type": "contains_casefold", "value": "42917" }, { "passed": true, "type": "contains_casefold", "value": "42" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-scene", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 13187, "kind": "image", "mime": "image/png", "path": "scene.png", "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda" } ], "modality": "image", "output": "The scene is a simple, stylized graphic with a dark blue background. At the top, in bold yellow capital letters, it reads \u201cSUNNY DAY\u201d. Below that, on the left side, white text says \u201cRED CAR\u201d, positioned above a solid red rectangle representing the car. Beneath the red rectangle is a long, horizontal green rectangle labeled \u201cGREEN PARK\u201d in white capital letters, suggesting a park area. The overall composition is minimalistic and uses flat colors and clear typography to convey its elements.\n\nProminent labels (verbatim):\n- SUNNY DAY\n- RED CAR\n- GREEN PARK", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": null, "seconds": 0.857506, "usage": { "completion_tokens": 124, "prompt_tokens": 249, "prompt_tokens_details": null, "total_tokens": 373 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "red car" }, { "passed": true, "type": "contains_casefold", "value": "green park" }, { "passed": true, "type": "contains_casefold", "value": "sunny day" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-scene", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 13187, "kind": "image", "mime": "image/png", "path": "scene.png", "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda" } ], "modality": "image", "output": "The scene is a simple, stylized graphic with a dark blue background. At the top, in bold yellow capital letters, it reads \u201cSUNNY DAY\u201d. Below that, on the left side, white text says \u201cRED CAR\u201d, positioned above a solid red rectangle representing the car. Beneath the red rectangle is a long, horizontal green rectangle labeled \u201cGREEN PARK\u201d in white capital letters, suggesting a park area. The overall composition is minimalistic and uses flat colors and clear typography to convey its elements.\n\nProminent labels (verbatim):\n- SUNNY DAY\n- RED CAR\n- GREEN PARK", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": null, "seconds": 0.739755, "usage": { "completion_tokens": 124, "prompt_tokens": 249, "prompt_tokens_details": null, "total_tokens": 373 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "red car" }, { "passed": true, "type": "contains_casefold", "value": "green park" }, { "passed": true, "type": "contains_casefold", "value": "sunny day" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-spatial-count", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 8785, "kind": "image", "mime": "image/png", "path": "spatial.png", "sha256": "d48f47cfba9d65524d6a9ca37d593550e10400c1b5fa160bec8aea24e0164051" } ], "modality": "image", "output": "three", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": null, "seconds": 0.116603, "usage": { "completion_tokens": 2, "prompt_tokens": 249, "prompt_tokens_details": null, "total_tokens": 251 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "three" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-spatial-count", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 8785, "kind": "image", "mime": "image/png", "path": "spatial.png", "sha256": "d48f47cfba9d65524d6a9ca37d593550e10400c1b5fa160bec8aea24e0164051" } ], "modality": "image", "output": "three", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": null, "seconds": 0.082848, "usage": { "completion_tokens": 2, "prompt_tokens": 249, "prompt_tokens_details": null, "total_tokens": 251 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "three" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-ui", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "image", "output": "Based on the image provided, here are the requested details:\n\n- **Application Name:** ANVIL SERVING\n- **Status:** READY\n- **GPU Percentage:** 42%", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": null, "seconds": 0.309099, "usage": { "completion_tokens": 40, "prompt_tokens": 245, "prompt_tokens_details": null, "total_tokens": 285 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "ANVIL SERVING" }, { "passed": true, "type": "contains_casefold", "value": "READY" }, { "passed": true, "type": "contains_casefold", "value": "42" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "image-ui", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "image", "output": "Based on the image provided, here are the requested details:\n\n- **Application Name:** ANVIL SERVING\n- **Status:** READY\n- **GPU Percentage:** 42%", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": null, "seconds": 0.291513, "usage": { "completion_tokens": 40, "prompt_tokens": 245, "prompt_tokens_details": null, "total_tokens": 285 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "ANVIL SERVING" }, { "passed": true, "type": "contains_casefold", "value": "READY" }, { "passed": true, "type": "contains_casefold", "value": "42" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "mixed-video-four-images", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 14731, "kind": "video", "mime": "video/mp4", "path": "video-ocr-30s.mp4", "sha256": "05c6cd1b1a9b4939f513944717f06d02dd5be54dd18b27870dccf2449b457e34" }, { "bytes": 13187, "kind": "image", "mime": "image/png", "path": "scene.png", "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda" }, { "bytes": 15916, "kind": "image", "mime": "image/png", "path": "ocr.png", "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e" }, { "bytes": 12635, "kind": "image", "mime": "image/png", "path": "chart.png", "sha256": "c905e453c4e16eb274e46992d1a901bbced8f2314b47b9d408971bb176ab2f3e" }, { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "mixed", "output": "Based on the provided video frames, here is the requested information:\n\n- **Numeric Codes:** The codes displayed are `7291` and `42917`.\n- **Red Object:** A red rectangle labeled \"RED CAR\".\n- **Highest Chart Quarter:** Q3, with a value of 30 units.\n- **Dashboard Status:** The status is \"READY\" with the GPU at 42 percent.", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": { "num_frames": 16 }, "seconds": 0.63508, "usage": { "completion_tokens": 92, "prompt_tokens": 1476, "prompt_tokens_details": null, "total_tokens": 1568 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "7291" }, { "passed": true, "type": "contains_casefold", "value": "42917" }, { "passed": true, "type": "contains_casefold", "value": "red car" }, { "passed": true, "type": "contains_casefold", "value": "Q3" }, { "passed": true, "type": "contains_casefold", "value": "ready" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "mixed-video-four-images", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 14731, "kind": "video", "mime": "video/mp4", "path": "video-ocr-30s.mp4", "sha256": "05c6cd1b1a9b4939f513944717f06d02dd5be54dd18b27870dccf2449b457e34" }, { "bytes": 13187, "kind": "image", "mime": "image/png", "path": "scene.png", "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda" }, { "bytes": 15916, "kind": "image", "mime": "image/png", "path": "ocr.png", "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e" }, { "bytes": 12635, "kind": "image", "mime": "image/png", "path": "chart.png", "sha256": "c905e453c4e16eb274e46992d1a901bbced8f2314b47b9d408971bb176ab2f3e" }, { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "mixed", "output": "Based on the provided video frames, here is the requested information:\n\n- **Numeric Codes:** The codes displayed are `7291` and `42917`.\n- **Red Object:** A red rectangle labeled \"RED CAR\".\n- **Highest Chart Quarter:** Q3, with a value of 30 units.\n- **Dashboard Status:** The status is \"READY\" with the GPU at 42 percent.", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": { "num_frames": 16 }, "seconds": 0.588739, "usage": { "completion_tokens": 92, "prompt_tokens": 1476, "prompt_tokens_details": null, "total_tokens": 1568 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "7291" }, { "passed": true, "type": "contains_casefold", "value": "42917" }, { "passed": true, "type": "contains_casefold", "value": "red car" }, { "passed": true, "type": "contains_casefold", "value": "Q3" }, { "passed": true, "type": "contains_casefold", "value": "ready" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "mixed-video-one-image", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 11627, "kind": "video", "mime": "video/mp4", "path": "temporal-order-10s.mp4", "sha256": "4d82c50cd2e500fc58df6d4930efec12649a0eaf236bee53d0d7c7ca84e35980" }, { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "mixed", "output": "Based on the video frames provided, here is the ordered sequence of colors and the final dashboard status.\n\n### Ordered Colors\nThe video displays text in the following color sequence:\n- **Red:** The text \"FIRST RED\" is shown in red.\n- **Green:** The text \"THEN GREEN\" is shown in green.\n- **Blue:** The text \"GPU 42 PERCENT\" is shown in blue.\n\n### Dashboard Status\nThe final frame shows a dashboard with the following information:\n- **ANVIL SERVING**\n- **STATUS READY** (in green)\n- **GPU 42 PERCENT** (in blue)", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": { "fps": 1.0 }, "seconds": 0.842951, "usage": { "completion_tokens": 137, "prompt_tokens": 588, "prompt_tokens_details": null, "total_tokens": 725 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "red", "green" ] }, { "passed": true, "type": "contains_casefold", "value": "ready" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "mixed-video-one-image", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 11627, "kind": "video", "mime": "video/mp4", "path": "temporal-order-10s.mp4", "sha256": "4d82c50cd2e500fc58df6d4930efec12649a0eaf236bee53d0d7c7ca84e35980" }, { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "mixed", "output": "Based on the video frames provided, here is the ordered sequence of colors and the final dashboard status.\n\n### Ordered Colors\nThe video displays text in the following color sequence:\n- **Red:** The text \"FIRST RED\" is shown in red.\n- **Green:** The text \"THEN GREEN\" is shown in green.\n- **Blue:** The text \"GPU 42 PERCENT\" is shown in blue.\n\n### Dashboard Status\nThe final frame shows a dashboard with the following information:\n- **ANVIL SERVING**\n- **STATUS READY** (in green)\n- **GPU 42 PERCENT** (in blue)", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": { "fps": 1.0 }, "seconds": 0.816947, "usage": { "completion_tokens": 137, "prompt_tokens": 588, "prompt_tokens_details": null, "total_tokens": 725 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "red", "green" ] }, { "passed": true, "type": "contains_casefold", "value": "ready" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "multi-image-comparison", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 8000, "kind": "image", "mime": "image/png", "path": "compare-a.png", "sha256": "7dac4f31d62c88d765150aa6051efea9ddaaa8c64312080be4c5b8f6ad96322a" }, { "bytes": 7679, "kind": "image", "mime": "image/png", "path": "compare-b.png", "sha256": "8f7cdfd733f1ee9731de6160e77af6aa50189edec6eaf9ddd7654a0c8300a43e" } ], "modality": "image", "output": "Based on the provided images, we can compare the two meters:\n\n- **Meter A** is at **25 percent**.\n- **Meter B** is at **75 percent**.\n\nComparing the two values, 75 percent is greater than 25 percent.\n\nTherefore, **Meter B** is higher, and its percentage is **75%**.", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": null, "seconds": 0.516176, "usage": { "completion_tokens": 78, "prompt_tokens": 471, "prompt_tokens_details": null, "total_tokens": 549 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "meter b" }, { "passed": true, "type": "contains_casefold", "value": "75" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "multi-image-comparison", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 8000, "kind": "image", "mime": "image/png", "path": "compare-a.png", "sha256": "7dac4f31d62c88d765150aa6051efea9ddaaa8c64312080be4c5b8f6ad96322a" }, { "bytes": 7679, "kind": "image", "mime": "image/png", "path": "compare-b.png", "sha256": "8f7cdfd733f1ee9731de6160e77af6aa50189edec6eaf9ddd7654a0c8300a43e" } ], "modality": "image", "output": "Based on the provided images, we can compare the two meters:\n\n- **Meter A** is at **25 percent**.\n- **Meter B** is at **75 percent**.\n\nComparing the two values, 75 percent is greater than 25 percent.\n\nTherefore, **Meter B** is higher, and its percentage is **75%**.", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": null, "seconds": 0.488852, "usage": { "completion_tokens": 78, "prompt_tokens": 471, "prompt_tokens_details": null, "total_tokens": 549 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "meter b" }, { "passed": true, "type": "contains_casefold", "value": "75" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "video-continuity-120s", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 23622, "kind": "video", "mime": "video/mp4", "path": "continuity-120s.mp4", "sha256": "1ebc5459ed8c158ffb8294a0317005a13198748c529a49b66a2f76ff1c982b95" } ], "modality": "video", "output": "1. Phase Alpha \n2. Phase Beta \n3. Phase Gamma", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": { "num_frames": 32 }, "seconds": 0.285972, "usage": { "completion_tokens": 15, "prompt_tokens": 1133, "prompt_tokens_details": null, "total_tokens": 1148 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "alpha", "beta", "gamma" ] } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "video-continuity-120s", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 23622, "kind": "video", "mime": "video/mp4", "path": "continuity-120s.mp4", "sha256": "1ebc5459ed8c158ffb8294a0317005a13198748c529a49b66a2f76ff1c982b95" } ], "modality": "video", "output": "1. Phase Alpha \n2. Phase Beta \n3. Phase Gamma", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": { "num_frames": 32 }, "seconds": 0.234929, "usage": { "completion_tokens": 15, "prompt_tokens": 1133, "prompt_tokens_details": null, "total_tokens": 1148 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "alpha", "beta", "gamma" ] } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "video-event-localization-60s", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 13829, "kind": "video", "mime": "video/mp4", "path": "event-localization-60s.mp4", "sha256": "5e0f40b3760e009f8ea0035b96bb4a8654fea58e0bb8a31a838eb78b224e7cbf" } ], "modality": "video", "output": "The given query happens in 42.0 - 47.0 seconds.", "passed": false, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": { "fps": 1.0 }, "seconds": 0.453994, "usage": { "completion_tokens": 19, "prompt_tokens": 2091, "prompt_tokens_details": null, "total_tokens": 2110 }, "validation": { "assertions": [ { "passed": false, "type": "contains_casefold", "value": "alert" }, { "passed": true, "type": "contains_casefold", "value": "42" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "video-event-localization-60s", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 13829, "kind": "video", "mime": "video/mp4", "path": "event-localization-60s.mp4", "sha256": "5e0f40b3760e009f8ea0035b96bb4a8654fea58e0bb8a31a838eb78b224e7cbf" } ], "modality": "video", "output": "The given query happens in 42.0 - 47.0 seconds.", "passed": false, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": { "fps": 1.0 }, "seconds": 0.242373, "usage": { "completion_tokens": 19, "prompt_tokens": 2091, "prompt_tokens_details": null, "total_tokens": 2110 }, "validation": { "assertions": [ { "passed": false, "type": "contains_casefold", "value": "alert" }, { "passed": true, "type": "contains_casefold", "value": "42" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "video-ocr-30s", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 14731, "kind": "video", "mime": "video/mp4", "path": "video-ocr-30s.mp4", "sha256": "05c6cd1b1a9b4939f513944717f06d02dd5be54dd18b27870dccf2449b457e34" } ], "modality": "video", "output": "ANVIL VIDEO OCR\nCODE 7291", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": { "num_frames": 16 }, "seconds": 0.210786, "usage": { "completion_tokens": 13, "prompt_tokens": 575, "prompt_tokens_details": null, "total_tokens": 588 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "ANVIL VIDEO OCR" }, { "passed": true, "type": "contains_casefold", "value": "7291" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "video-ocr-30s", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 14731, "kind": "video", "mime": "video/mp4", "path": "video-ocr-30s.mp4", "sha256": "05c6cd1b1a9b4939f513944717f06d02dd5be54dd18b27870dccf2449b457e34" } ], "modality": "video", "output": "ANVIL VIDEO OCR\nCODE 7291", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": { "num_frames": 16 }, "seconds": 0.177694, "usage": { "completion_tokens": 13, "prompt_tokens": 575, "prompt_tokens_details": null, "total_tokens": 588 }, "validation": { "assertions": [ { "passed": true, "type": "contains_casefold", "value": "ANVIL VIDEO OCR" }, { "passed": true, "type": "contains_casefold", "value": "7291" } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "video-state-change-30s", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 14552, "kind": "video", "mime": "video/mp4", "path": "state-change-30s.mp4", "sha256": "4d720486425afff4a7450f0f7f3ce6e3eea591e063b66e48fc953415b9172e62" } ], "modality": "video", "output": "Initially, the screen displays the text \"DOOR CLOSED\" in white letters against a dark background. This state persists for several seconds. Subsequently, the text changes to \"DOOR OPEN\" in green letters, indicating a transition from a closed to an open state. The final state remains with the \"DOOR OPEN\" message displayed.", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": { "fps": 1.0 }, "seconds": 0.558229, "usage": { "completion_tokens": 69, "prompt_tokens": 1052, "prompt_tokens_details": null, "total_tokens": 1121 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "closed", "open" ] } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "video-state-change-30s", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 14552, "kind": "video", "mime": "video/mp4", "path": "state-change-30s.mp4", "sha256": "4d720486425afff4a7450f0f7f3ce6e3eea591e063b66e48fc953415b9172e62" } ], "modality": "video", "output": "Initially, the screen displays the text \"DOOR CLOSED\" in white letters against a dark background. This state persists for several seconds. Subsequently, the text changes to \"DOOR OPEN\" in green letters, indicating a transition from a closed to an open state. The final state remains with the \"DOOR OPEN\" message displayed.", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": { "fps": 1.0 }, "seconds": 0.480254, "usage": { "completion_tokens": 69, "prompt_tokens": 1052, "prompt_tokens_details": null, "total_tokens": 1121 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "closed", "open" ] } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "video-temporal-order-10s", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 11627, "kind": "video", "mime": "video/mp4", "path": "temporal-order-10s.mp4", "sha256": "4d82c50cd2e500fc58df6d4930efec12649a0eaf236bee53d0d7c7ca84e35980" } ], "modality": "video", "output": "1. FIRST RED\n2. THEN GREEN", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 1, "sampling": { "fps": 1.0 }, "seconds": 0.532847, "usage": { "completion_tokens": 10, "prompt_tokens": 364, "prompt_tokens_details": null, "total_tokens": 374 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "red", "green" ] } ], "finish_reason_allowed": true, "visible_answer": true } }, { "case_id": "video-temporal-order-10s", "failure": null, "finish_reason": "stop", "media": [ { "bytes": 11627, "kind": "video", "mime": "video/mp4", "path": "temporal-order-10s.mp4", "sha256": "4d82c50cd2e500fc58df6d4930efec12649a0eaf236bee53d0d7c7ca84e35980" } ], "modality": "video", "output": "1. FIRST RED\n2. THEN GREEN", "passed": true, "reasoning": { "chars": 0, "field": null, "tokens": null }, "repetition": 2, "sampling": { "fps": 1.0 }, "seconds": 0.149343, "usage": { "completion_tokens": 10, "prompt_tokens": 364, "prompt_tokens_details": null, "total_tokens": 374 }, "validation": { "assertions": [ { "passed": true, "type": "ordered_casefold", "values": [ "red", "green" ] } ], "finish_reason_allowed": true, "visible_answer": true } } ], "configuration": { "allowed_finish_reasons": [ "stop" ], "chat_template_kwargs": { "enable_thinking": false }, "concurrency": 1, "max_tokens": 1024, "reasoning_effort": null, "thinking_mode": "disabled", "timeout_seconds": 900.0 }, "corpus": { "cases": [ { "assertions": [ { "type": "contains_casefold", "value": "red car" }, { "type": "contains_casefold", "value": "green park" }, { "type": "contains_casefold", "value": "sunny day" } ], "id": "image-scene", "media": [ { "bytes": 13187, "kind": "image", "mime": "image/png", "path": "scene.png", "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda" } ], "modality": "image", "prompt": "Describe the scene and report every prominent label. Use the labels verbatim.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "contains_casefold", "value": "ANVIL READY" }, { "type": "contains_casefold", "value": "42917" }, { "type": "contains_casefold", "value": "42" } ], "id": "image-ocr", "media": [ { "bytes": 15916, "kind": "image", "mime": "image/png", "path": "ocr.png", "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e" } ], "modality": "image", "prompt": "Transcribe all visible text exactly. Preserve every number.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "ordered_casefold", "values": [ "Q1", "10", "Q2", "20", "Q3", "30" ] } ], "id": "image-chart", "media": [ { "bytes": 12635, "kind": "image", "mime": "image/png", "path": "chart.png", "sha256": "c905e453c4e16eb274e46992d1a901bbced8f2314b47b9d408971bb176ab2f3e" } ], "modality": "image", "prompt": "Read the chart and report each quarter with its value in ascending quarter order.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "contains_casefold", "value": "ANVIL SERVING" }, { "type": "contains_casefold", "value": "READY" }, { "type": "contains_casefold", "value": "42" } ], "id": "image-ui", "media": [ { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "image", "prompt": "Report the application name, status, and GPU percentage.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "contains_casefold", "value": "three" } ], "id": "image-spatial-count", "media": [ { "bytes": 8785, "kind": "image", "mime": "image/png", "path": "spatial.png", "sha256": "d48f47cfba9d65524d6a9ca37d593550e10400c1b5fa160bec8aea24e0164051" } ], "modality": "image", "prompt": "Count the blue boxes. Reply with the count written as an English word.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "contains_casefold", "value": "meter b" }, { "type": "contains_casefold", "value": "75" } ], "id": "multi-image-comparison", "media": [ { "bytes": 8000, "kind": "image", "mime": "image/png", "path": "compare-a.png", "sha256": "7dac4f31d62c88d765150aa6051efea9ddaaa8c64312080be4c5b8f6ad96322a" }, { "bytes": 7679, "kind": "image", "mime": "image/png", "path": "compare-b.png", "sha256": "8f7cdfd733f1ee9731de6160e77af6aa50189edec6eaf9ddd7654a0c8300a43e" } ], "modality": "image", "prompt": "Compare the two meters. Identify which meter is higher and report its percentage.", "repetitions": 2, "sampling": null }, { "assertions": [ { "type": "ordered_casefold", "values": [ "red", "green" ] } ], "id": "video-temporal-order-10s", "media": [ { "bytes": 11627, "kind": "video", "mime": "video/mp4", "path": "temporal-order-10s.mp4", "sha256": "4d82c50cd2e500fc58df6d4930efec12649a0eaf236bee53d0d7c7ca84e35980" } ], "modality": "video", "prompt": "Report the two states in the order they appear.", "repetitions": 2, "sampling": { "fps": 1.0 } }, { "assertions": [ { "type": "ordered_casefold", "values": [ "closed", "open" ] } ], "id": "video-state-change-30s", "media": [ { "bytes": 14552, "kind": "video", "mime": "video/mp4", "path": "state-change-30s.mp4", "sha256": "4d720486425afff4a7450f0f7f3ce6e3eea591e063b66e48fc953415b9172e62" } ], "modality": "video", "prompt": "Describe the state change in temporal order.", "repetitions": 2, "sampling": { "fps": 1.0 } }, { "assertions": [ { "type": "contains_casefold", "value": "alert" }, { "type": "contains_casefold", "value": "42" } ], "id": "video-event-localization-60s", "media": [ { "bytes": 13829, "kind": "video", "mime": "video/mp4", "path": "event-localization-60s.mp4", "sha256": "5e0f40b3760e009f8ea0035b96bb4a8654fea58e0bb8a31a838eb78b224e7cbf" } ], "modality": "video", "prompt": "Identify the localized event and report its timestamp in seconds.", "repetitions": 2, "sampling": { "fps": 1.0 } }, { "assertions": [ { "type": "contains_casefold", "value": "ANVIL VIDEO OCR" }, { "type": "contains_casefold", "value": "7291" } ], "id": "video-ocr-30s", "media": [ { "bytes": 14731, "kind": "video", "mime": "video/mp4", "path": "video-ocr-30s.mp4", "sha256": "05c6cd1b1a9b4939f513944717f06d02dd5be54dd18b27870dccf2449b457e34" } ], "modality": "video", "prompt": "Transcribe every stable text label and preserve the numeric code.", "repetitions": 2, "sampling": { "num_frames": 16 } }, { "assertions": [ { "type": "ordered_casefold", "values": [ "alpha", "beta", "gamma" ] } ], "id": "video-continuity-120s", "media": [ { "bytes": 23622, "kind": "video", "mime": "video/mp4", "path": "continuity-120s.mp4", "sha256": "1ebc5459ed8c158ffb8294a0317005a13198748c529a49b66a2f76ff1c982b95" } ], "modality": "video", "prompt": "Report all phases in the order they appear across the full video.", "repetitions": 2, "sampling": { "num_frames": 32 } }, { "assertions": [ { "type": "ordered_casefold", "values": [ "red", "green" ] }, { "type": "contains_casefold", "value": "ready" } ], "id": "mixed-video-one-image", "media": [ { "bytes": 11627, "kind": "video", "mime": "video/mp4", "path": "temporal-order-10s.mp4", "sha256": "4d82c50cd2e500fc58df6d4930efec12649a0eaf236bee53d0d7c7ca84e35980" }, { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "mixed", "prompt": "Report the video's ordered colors and the dashboard's status.", "repetitions": 2, "sampling": { "fps": 1.0 } }, { "assertions": [ { "type": "contains_casefold", "value": "7291" }, { "type": "contains_casefold", "value": "42917" }, { "type": "contains_casefold", "value": "red car" }, { "type": "contains_casefold", "value": "Q3" }, { "type": "contains_casefold", "value": "ready" } ], "id": "mixed-video-four-images", "media": [ { "bytes": 14731, "kind": "video", "mime": "video/mp4", "path": "video-ocr-30s.mp4", "sha256": "05c6cd1b1a9b4939f513944717f06d02dd5be54dd18b27870dccf2449b457e34" }, { "bytes": 13187, "kind": "image", "mime": "image/png", "path": "scene.png", "sha256": "30a1f11e40bf4e0a8595d39828e0aa362e8b28ac683c404a1068cc20bf7f7bda" }, { "bytes": 15916, "kind": "image", "mime": "image/png", "path": "ocr.png", "sha256": "a8d5158019fb2b08ee9f6a153860ab2342384644f7c53ab58fdd45658124e83e" }, { "bytes": 12635, "kind": "image", "mime": "image/png", "path": "chart.png", "sha256": "c905e453c4e16eb274e46992d1a901bbced8f2314b47b9d408971bb176ab2f3e" }, { "bytes": 16940, "kind": "image", "mime": "image/png", "path": "ui.png", "sha256": "03fd14d8b68973c915de2848736d22eb6f67ba6bdb5da2a7a563085ac894e804" } ], "modality": "mixed", "prompt": "Inspect all five media inputs. Report both numeric codes, the red object, the highest chart quarter, and the dashboard status.", "repetitions": 2, "sampling": { "num_frames": 16 } }, { "assertions": [ { "type": "contains_casefold", "value": "color" } ], "id": "cc-video-chemical-traffic-light", "media": [ { "bytes": 459852, "kind": "video", "mime": "video/mp4", "path": "cc/chemical-traffic-light-normalized.mp4", "sha256": "1ab998a0339eaedb8494392be2c11f02bf9ce2f632fb01cf51b7089990d18f9c" } ], "modality": "video", "prompt": "Describe the experiment and the visible color changes.", "repetitions": 2, "sampling": { "num_frames": 24 } }, { "assertions": [ { "type": "contains_casefold", "value": "cat" }, { "type": "contains_casefold", "value": "door" } ], "id": "cc-video-cat-opening-door", "media": [ { "bytes": 490171, "kind": "video", "mime": "video/mp4", "path": "cc/cat-opening-door-normalized.mp4", "sha256": "b01ffe7800a3f74eead304a06bf35ece0e8917e107e1ce1e25837f3b5611cb61" } ], "modality": "video", "prompt": "Identify the animal and describe the main action it completes.", "repetitions": 2, "sampling": { "num_frames": 16 } } ], "path": "C:\\Users\\operator\\ai-code\\anvil-serving-wt-agents-a1-qwen-head-to-head\\benchmarks\\corpora\\agents-a1-v1\\corpus.json", "provenance": { "creative_commons": { "attribution": "cc/README.md", "role": "supplementary generalization evidence" }, "observed_date": "2026-07-28", "synthetic": { "generator": "generate.py", "license": "CC0-1.0", "runtime_image": "vllm/vllm-openai:nightly-f25953cc59f9b4ba9b04b16228d2b86dcfbcbdb1" } }, "schema": "multimodal-corpus/v1", "sha256": "ebff9dcc87a7fd13f801fc19eeea7271aec01a99fe560d721be99c1c9becad49" }, "failed_attempts": 2, "finished_at": "2026-07-29T10:23:52Z", "identity": { "base_url": "http://127.0.0.1:30010/v1", "engine_revision": "f25953cc59f9b4ba9b04b16228d2b86dcfbcbdb1", "hardware": "rtx-pro-6000-sm120", "model": "agents-a1-fp8-mm-262k", "model_revision": "4d7d59380f327b76e73bc71f40e0c589ad0ca1d5", "runtime_image": "vllm/vllm-openai:nightly-f25953cc59f9b4ba9b04b16228d2b86dcfbcbdb1", "served_models": [ "agents-a1-fp8-mm-262k" ] }, "passed": false, "passed_attempts": 28, "requests": 30, "run_id": "multimodal-20260729T102334Z", "schema": "multimodal-benchmark-evidence/v1", "started_at": "2026-07-29T10:23:34Z" }