{
  "schema_version": 1,
  "origin": "rather",
  "generated_media": true,
  "run_id": "visual-pilot-20261013",
  "plan_sha256": "cc5e6b41e2d980e8b0a1690ff9ed5e9d50c32244379c4885785e98fa15c15ee7",
  "model": {
    "id": "ltx-video-095-2b",
    "label": "LTX-Video 0.9.5 2B",
    "adapter": "ltx",
    "repository": "Lightricks/LTX-Video-0.9.5",
    "revision": "e58e28c39631af4d1468ee57a853764e11c1d37e",
    "modes": [
      "t2v",
      "i2v"
    ],
    "license_url": "https://huggingface.co/Lightricks/LTX-Video/blob/8984fa25007f376c1a299016d0957a37a2f797bb/ltx-video-2b-v0.9.5.license.txt",
    "min_vram_gb": 24,
    "generation": {
      "width": 768,
      "height": 448,
      "frames": 121,
      "fps": 24,
      "steps": 40,
      "guidance_scale": 5.0,
      "negative_prompt": "",
      "cpu_offload": false
    }
  },
  "case": {
    "id": "wbench-city-navigation",
    "benchmark_id": "wbench",
    "title": "Can it follow a sequence of turns?",
    "category_id": "control",
    "mode": "i2v",
    "prompts": [
      "A modern city street in clear daylight. A broad asphalt road with cracked pavement, lined on both sides with storefronts including Cafe Luna, a bookstore, and City Deli with colorful awnings. Parked cars — including a blue sedan — sit along the curbs. Traffic lights, power lines, and mid-rise brick and concrete buildings frame the view. A signalized intersection lies farther ahead with light urban traffic. Occasionally a distant vehicle passes through the intersection. A yellow school bus drives past on the road from behind, overtaking the viewpoint. A medium-sized Shiba Inu with tan-and-cream fur, a curled tail, and an orange harness. Trots forward with a light bouncing gait, paws lifting quickly off the ground. Third-person view from behind and slightly above the Shiba Inu, following the dog as the central subject. Requested interaction: Move forward.",
      "A modern city street in clear daylight. A broad asphalt road with cracked pavement, lined on both sides with storefronts including Cafe Luna, a bookstore, and City Deli with colorful awnings. Parked cars — including a blue sedan — sit along the curbs. Traffic lights, power lines, and mid-rise brick and concrete buildings frame the view. A signalized intersection lies farther ahead with light urban traffic. Occasionally a distant vehicle passes through the intersection. A yellow school bus drives past on the road from behind, overtaking the viewpoint. A medium-sized Shiba Inu with tan-and-cream fur, a curled tail, and an orange harness. Trots forward with a light bouncing gait, paws lifting quickly off the ground. Third-person view from behind and slightly above the Shiba Inu, following the dog as the central subject. Requested interaction: Turn the view right.",
      "A modern city street in clear daylight. A broad asphalt road with cracked pavement, lined on both sides with storefronts including Cafe Luna, a bookstore, and City Deli with colorful awnings. Parked cars — including a blue sedan — sit along the curbs. Traffic lights, power lines, and mid-rise brick and concrete buildings frame the view. A signalized intersection lies farther ahead with light urban traffic. Occasionally a distant vehicle passes through the intersection. A yellow school bus drives past on the road from behind, overtaking the viewpoint. A medium-sized Shiba Inu with tan-and-cream fur, a curled tail, and an orange harness. Trots forward with a light bouncing gait, paws lifting quickly off the ground. Third-person view from behind and slightly above the Shiba Inu, following the dog as the central subject. Requested interaction: Turn the view right.",
      "A modern city street in clear daylight. A broad asphalt road with cracked pavement, lined on both sides with storefronts including Cafe Luna, a bookstore, and City Deli with colorful awnings. Parked cars — including a blue sedan — sit along the curbs. Traffic lights, power lines, and mid-rise brick and concrete buildings frame the view. A signalized intersection lies farther ahead with light urban traffic. Occasionally a distant vehicle passes through the intersection. A yellow school bus drives past on the road from behind, overtaking the viewpoint. A medium-sized Shiba Inu with tan-and-cream fur, a curled tail, and an orange harness. Trots forward with a light bouncing gait, paws lifting quickly off the ground. Third-person view from behind and slightly above the Shiba Inu, following the dog as the central subject. Requested interaction: Turn the view left."
    ],
    "initial_image": {
      "url": "https://huggingface.co/datasets/meituan-longcat/WBench/resolve/bb6dee5a674cc5cb3019f9c79d4871899fd9e04c/images/case_1.jpg",
      "sha256": "af0fa129b52f66072acf6fca559cbce4eed97f901f8b8b8aeb95576ae7fe98d7"
    },
    "reference_video": null,
    "source_url": "https://huggingface.co/datasets/meituan-longcat/WBench/blob/bb6dee5a674cc5cb3019f9c79d4871899fd9e04c/cases/case_1.json",
    "source_revision": "bb6dee5a674cc5cb3019f9c79d4871899fd9e04c",
    "source_case_id": "1",
    "protocol_label": "WBench case 1 / four-turn text-conditioned preview",
    "scope": "benchmark_sample",
    "license_name": "MIT",
    "license_url": "https://huggingface.co/datasets/meituan-longcat/WBench/blob/bb6dee5a674cc5cb3019f9c79d4871899fd9e04c/LICENSE",
    "attribution": "WBench authors / Meituan LongCat and Fudan University. Generation by Rather.",
    "reuse_basis": "The official WBench dataset explicitly declares MIT; source case, image and license are retained with attribution.",
    "observation": "Follow forward, right, right, left. Watch the dog, buildings and road as each model continues from its own last frame.",
    "deviations": [
      "768 x 448 visual preview; not a full benchmark evaluation.",
      "One preselected seed per model; no output selection or prompt optimization.",
      "Rather text-control prompts translate navigation keys; not upstream prompt parity or native action control.",
      "Each turn uses 121 frames at 24 fps. Boundary duplicate frames are omitted when joining turns."
    ]
  },
  "result": {
    "status": "completed",
    "task_id": "ltx-video-095-2b--wbench-city-navigation--42",
    "model_id": "ltx-video-095-2b",
    "case_id": "wbench-city-navigation",
    "seed": 42,
    "attempt": "attempt-002",
    "started_at": 1791934398.9595606,
    "files": {
      "turns.json": "db64a6a15be2eb30dc38cf6c7eaa2c34905a7ac6e1303da3f374d2cdb96bde34",
      "last-frame.png": "351f26d1d9f2b40122628c2eb66ab1edbc8ed31b73736b1e04bfa19c88e1bce7",
      "poster.webp": "b51f2d9654aa5e81d4666eae6ac87a27461122a5583ac6b9dbe0efbd0dcc482e",
      "output.mp4": "6d73994aafb2ac79adba412b4434e326ea6a4a80659390e53e148004397cf0c0",
      "turn-4.mp4": "4376f59805dd0f0819288c52f03043ec51e7eff7f40c7682179bd93860e83e59",
      "turn-3.mp4": "7ec257a526381a70588d3ef1ed7e232cf7f41b77575efb2fc52cbe06503001cd",
      "turn-2.mp4": "34429a2913d3e9123724b76f5805fdc692bf2776a8ad68c41ff8df9fab5626f4",
      "turn-1.mp4": "d31c709fe2ed5cb976fad26678e3deae8eeccfae65f5713887678e205b121f09"
    },
    "metrics": [],
    "score_status": "not_scored",
    "runner_sources": {
      "__init__.py": "1177f346391bd9981530027988fbf51e1280fff0cf6ab4cfa88d95bd83441e0e",
      "adapters.py": "76ebde7837fe8d5c1919a8a6a65e22873d3d4252cce713f9d0c4776a7eedf67f",
      "benchmarks.py": "df9a1d5ec109f29426c85e0c5cb35d28a70c607988edaf7e15dfec2008b02f37",
      "cli.py": "0f553514058b5a8df3ac5f33ed20d28292cc9be1b13e7a93dbbaa30b217daccd",
      "contracts.py": "3bb724b95276068ae488808b49e27eebd4c854d18ac099cb4201db210d5e4ecc",
      "io.py": "44492043f3b3e74a3a752793c94a8cd5c695ce2a586b48577981400fa2bff4a2",
      "publish.py": "0bf5831ec3a53b0fd397e896b321e9020382a2294d42d83f606873dfcfbce387",
      "runpod.py": "71c14fa0728a643d3ded2135dc1a89a9cf5b08a79950462708dd839191930e47",
      "worker.py": "ad3e7cea2f30ff6454d1a63f308cb78b98774109dbdc7b8491608f1616123d16"
    },
    "finished_at": 1791934533.0392246,
    "elapsed_seconds": 134.07966423034668,
    "width": 768,
    "height": 448,
    "fps": 24,
    "frame_count": 481,
    "duration_seconds": 20.041666666666668
  },
  "turns": [
    {
      "turn": 1,
      "prompt": "A modern city street in clear daylight. A broad asphalt road with cracked pavement, lined on both sides with storefronts including Cafe Luna, a bookstore, and City Deli with colorful awnings. Parked cars — including a blue sedan — sit along the curbs. Traffic lights, power lines, and mid-rise brick and concrete buildings frame the view. A signalized intersection lies farther ahead with light urban traffic. Occasionally a distant vehicle passes through the intersection. A yellow school bus drives past on the road from behind, overtaking the viewpoint. A medium-sized Shiba Inu with tan-and-cream fur, a curled tail, and an orange harness. Trots forward with a light bouncing gait, paws lifting quickly off the ground. Third-person view from behind and slightly above the Shiba Inu, following the dog as the central subject. Requested interaction: Move forward.",
      "seed": 42,
      "start_seconds": 0.0,
      "video": "turn-1.mp4"
    },
    {
      "turn": 2,
      "prompt": "A modern city street in clear daylight. A broad asphalt road with cracked pavement, lined on both sides with storefronts including Cafe Luna, a bookstore, and City Deli with colorful awnings. Parked cars — including a blue sedan — sit along the curbs. Traffic lights, power lines, and mid-rise brick and concrete buildings frame the view. A signalized intersection lies farther ahead with light urban traffic. Occasionally a distant vehicle passes through the intersection. A yellow school bus drives past on the road from behind, overtaking the viewpoint. A medium-sized Shiba Inu with tan-and-cream fur, a curled tail, and an orange harness. Trots forward with a light bouncing gait, paws lifting quickly off the ground. Third-person view from behind and slightly above the Shiba Inu, following the dog as the central subject. Requested interaction: Turn the view right.",
      "seed": 43,
      "start_seconds": 5.041666666666667,
      "video": "turn-2.mp4"
    },
    {
      "turn": 3,
      "prompt": "A modern city street in clear daylight. A broad asphalt road with cracked pavement, lined on both sides with storefronts including Cafe Luna, a bookstore, and City Deli with colorful awnings. Parked cars — including a blue sedan — sit along the curbs. Traffic lights, power lines, and mid-rise brick and concrete buildings frame the view. A signalized intersection lies farther ahead with light urban traffic. Occasionally a distant vehicle passes through the intersection. A yellow school bus drives past on the road from behind, overtaking the viewpoint. A medium-sized Shiba Inu with tan-and-cream fur, a curled tail, and an orange harness. Trots forward with a light bouncing gait, paws lifting quickly off the ground. Third-person view from behind and slightly above the Shiba Inu, following the dog as the central subject. Requested interaction: Turn the view right.",
      "seed": 44,
      "start_seconds": 10.041666666666666,
      "video": "turn-3.mp4"
    },
    {
      "turn": 4,
      "prompt": "A modern city street in clear daylight. A broad asphalt road with cracked pavement, lined on both sides with storefronts including Cafe Luna, a bookstore, and City Deli with colorful awnings. Parked cars — including a blue sedan — sit along the curbs. Traffic lights, power lines, and mid-rise brick and concrete buildings frame the view. A signalized intersection lies farther ahead with light urban traffic. Occasionally a distant vehicle passes through the intersection. A yellow school bus drives past on the road from behind, overtaking the viewpoint. A medium-sized Shiba Inu with tan-and-cream fur, a curled tail, and an orange harness. Trots forward with a light bouncing gait, paws lifting quickly off the ground. Third-person view from behind and slightly above the Shiba Inu, following the dog as the central subject. Requested interaction: Turn the view left.",
      "seed": 45,
      "start_seconds": 15.041666666666666,
      "video": "turn-4.mp4"
    }
  ],
  "environment": {
    "packages": {
      "torch": "2.8.0",
      "diffusers": "0.35.2",
      "transformers": "4.56.2",
      "accelerate": "1.10.1",
      "Pillow": "11.3.0",
      "numpy": "2.2.6"
    },
    "python": "3.11.11",
    "gpu": "NVIDIA A100 80GB PCIe",
    "cuda": "12.8",
    "worker_source_sha256": "ad3e7cea2f30ff6454d1a63f308cb78b98774109dbdc7b8491608f1616123d16"
  },
  "input_transform": "Resize the full conditioning frame to the recorded model dimensions; no crop.",
  "sampling": "All planned seeds retained. No best-of selection. A small visual sample is not a leaderboard evaluation.",
  "prior_attempts": [
    {
      "attempt": "attempt-001",
      "status": "failed"
    },
    {
      "attempt": "attempt-002",
      "status": "completed"
    }
  ]
}