{
  "schemaVersion": 1,
  "benchmark": {
    "id": "worldscore-static",
    "name": "WorldScore",
    "version": "Static · 2025 author cohort",
    "category": "world",
    "question": "Can a generated world stay coherent as the camera moves?",
    "summary": "A common scene-generation protocol compares camera control, scene consistency, and quality across video, 3D, and 4D systems.",
    "source": {
      "name": "WorldScore team",
      "url": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
      "methodologyUrl": "https://haoyi-duan.github.io/WorldScore/"
    },
    "measure": "WorldScore-Static, 0–100; higher is better.",
    "comparisonRule": "Only systems sampled and evaluated by the WorldScore authors on March 30, 2025. Input and system types stay visible.",
    "limitations": [
      "Historical research comparison; newer model-team submissions are not in this chart.",
      "Static and Dynamic are distinct scores; this chart does not measure interactive control latency or physical simulation accuracy.",
      "A strong generated video is not evidence of an action-conditioned world simulator."
    ],
    "coverage": "charted",
    "tags": [
      "world models",
      "3D",
      "4D",
      "camera",
      "scene consistency",
      "spatial",
      "WonderWorld",
      "CogVideoX"
    ]
  },
  "dataset": {
    "benchmarkId": "worldscore-static",
    "version": "Static · 2025 author cohort",
    "score": {
      "label": "WorldScore-Static",
      "unit": "/ 100",
      "direction": "higher",
      "minimum": 0,
      "maximum": 100
    },
    "source": {
      "name": "WorldScore team",
      "url": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
      "retrievedAt": "2026-09-17T15:07:07.972Z",
      "revision": "sha256:a1c51fa9e6f1d4970f58293f4f648dda890a68d987f48b21ab8e61e0542adff3"
    },
    "observedAt": "2025-03-30T00:00:00Z",
    "evidenceLabel": "March 2025 benchmark-author cohort",
    "configurationLabel": "Video, 3D, or 4D system · named input mode",
    "comparabilityNote": "All 19 systems were sampled and evaluated by the WorldScore authors on March 30, 2025. Static scene quality and control are compared in one protocol; this does not rank today's interactive world simulators. Newer self-evaluated submissions are excluded.",
    "points": [
      {
        "id": "gen-3",
        "label": "Gen-3",
        "model": "Gen-3",
        "provider": "Runway",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 60.71,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "29.47"
          },
          {
            "label": "Object control",
            "value": "62.92"
          },
          {
            "label": "Content alignment",
            "value": "50.49"
          },
          {
            "label": "3D consistency",
            "value": "68.31"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "hailuo",
        "label": "Hailuo",
        "model": "Hailuo",
        "provider": "MiniMax",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 57.55,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "22.39"
          },
          {
            "label": "Object control",
            "value": "69.56"
          },
          {
            "label": "Content alignment",
            "value": "73.53"
          },
          {
            "label": "3D consistency",
            "value": "67.18"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "dynamicrafter",
        "label": "DynamiCrafter",
        "model": "DynamiCrafter",
        "provider": "DynamiCrafter project",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 52.09,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "25.15"
          },
          {
            "label": "Object control",
            "value": "47.36"
          },
          {
            "label": "Content alignment",
            "value": "25"
          },
          {
            "label": "3D consistency",
            "value": "72.9"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "videocrafter1-t2v",
        "label": "VideoCrafter1-T2V",
        "model": "VideoCrafter1-T2V",
        "provider": "VideoCrafter1-T2V project",
        "harness": "WorldScore · T2V",
        "effort": null,
        "score": 47.1,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Text to video"
          },
          {
            "label": "Camera control",
            "value": "21.61"
          },
          {
            "label": "Object control",
            "value": "50.44"
          },
          {
            "label": "Content alignment",
            "value": "60.78"
          },
          {
            "label": "3D consistency",
            "value": "64.86"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "videocrafter1-i2v",
        "label": "VideoCrafter1-I2V",
        "model": "VideoCrafter1-I2V",
        "provider": "VideoCrafter1-I2V project",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 50.47,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "25.46"
          },
          {
            "label": "Object control",
            "value": "24.25"
          },
          {
            "label": "Content alignment",
            "value": "35.27"
          },
          {
            "label": "3D consistency",
            "value": "74.42"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "videocrafter2",
        "label": "VideoCrafter2",
        "model": "VideoCrafter2",
        "provider": "VideoCrafter2 project",
        "harness": "WorldScore · T2V",
        "effort": null,
        "score": 52.57,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Text to video"
          },
          {
            "label": "Camera control",
            "value": "28.92"
          },
          {
            "label": "Object control",
            "value": "39.07"
          },
          {
            "label": "Content alignment",
            "value": "72.46"
          },
          {
            "label": "3D consistency",
            "value": "65.14"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "t2v-turbo",
        "label": "T2V-Turbo",
        "model": "T2V-Turbo",
        "provider": "T2V-Turbo project",
        "harness": "WorldScore · T2V",
        "effort": null,
        "score": 45.65,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Text to video"
          },
          {
            "label": "Camera control",
            "value": "27.8"
          },
          {
            "label": "Object control",
            "value": "30.68"
          },
          {
            "label": "Content alignment",
            "value": "69.14"
          },
          {
            "label": "3D consistency",
            "value": "38.72"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "easyanimate",
        "label": "EasyAnimate",
        "model": "EasyAnimate",
        "provider": "Alibaba",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 52.85,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "26.72"
          },
          {
            "label": "Object control",
            "value": "54.5"
          },
          {
            "label": "Content alignment",
            "value": "50.76"
          },
          {
            "label": "3D consistency",
            "value": "67.29"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "cogvideox-t2v",
        "label": "CogVideoX-T2V",
        "model": "CogVideoX-T2V",
        "provider": "Z.ai",
        "harness": "WorldScore · T2V",
        "effort": null,
        "score": 54.18,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Text to video"
          },
          {
            "label": "Camera control",
            "value": "40.22"
          },
          {
            "label": "Object control",
            "value": "51.05"
          },
          {
            "label": "Content alignment",
            "value": "68.12"
          },
          {
            "label": "3D consistency",
            "value": "68.81"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "cogvideox-i2v",
        "label": "CogVideoX-I2V",
        "model": "CogVideoX-I2V",
        "provider": "Z.ai",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 62.15,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "38.27"
          },
          {
            "label": "Object control",
            "value": "40.07"
          },
          {
            "label": "Content alignment",
            "value": "36.73"
          },
          {
            "label": "3D consistency",
            "value": "86.21"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "allegro",
        "label": "Allegro",
        "model": "Allegro",
        "provider": "Allegro project",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 55.31,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "24.84"
          },
          {
            "label": "Object control",
            "value": "57.47"
          },
          {
            "label": "Content alignment",
            "value": "51.48"
          },
          {
            "label": "3D consistency",
            "value": "70.5"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "vchitect-2-0",
        "label": "Vchitect-2.0",
        "model": "Vchitect-2.0",
        "provider": "Vchitect-2.0 project",
        "harness": "WorldScore · T2V",
        "effort": null,
        "score": 42.28,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "Video"
          },
          {
            "label": "Input",
            "value": "Text to video"
          },
          {
            "label": "Camera control",
            "value": "26.55"
          },
          {
            "label": "Object control",
            "value": "49.54"
          },
          {
            "label": "Content alignment",
            "value": "65.75"
          },
          {
            "label": "3D consistency",
            "value": "41.53"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "scenescape",
        "label": "SceneScape",
        "model": "SceneScape",
        "provider": "SceneScape project",
        "harness": "WorldScore · T2V",
        "effort": null,
        "score": 50.73,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "3D"
          },
          {
            "label": "Input",
            "value": "Text to video"
          },
          {
            "label": "Camera control",
            "value": "84.99"
          },
          {
            "label": "Object control",
            "value": "47.44"
          },
          {
            "label": "Content alignment",
            "value": "28.64"
          },
          {
            "label": "3D consistency",
            "value": "76.54"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "text2room",
        "label": "Text2Room",
        "model": "Text2Room",
        "provider": "Text2Room project",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 62.1,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "3D"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "94.01"
          },
          {
            "label": "Object control",
            "value": "38.93"
          },
          {
            "label": "Content alignment",
            "value": "50.79"
          },
          {
            "label": "3D consistency",
            "value": "88.71"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "luciddreamer",
        "label": "LucidDreamer",
        "model": "LucidDreamer",
        "provider": "LucidDreamer project",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 70.4,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "3D"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "88.93"
          },
          {
            "label": "Object control",
            "value": "41.18"
          },
          {
            "label": "Content alignment",
            "value": "75"
          },
          {
            "label": "3D consistency",
            "value": "90.37"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "wonderjourney",
        "label": "WonderJourney",
        "model": "WonderJourney",
        "provider": "WonderJourney project",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 63.75,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "3D"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "84.6"
          },
          {
            "label": "Object control",
            "value": "37.1"
          },
          {
            "label": "Content alignment",
            "value": "35.54"
          },
          {
            "label": "3D consistency",
            "value": "80.6"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "invisiblestitch",
        "label": "InvisibleStitch",
        "model": "InvisibleStitch",
        "provider": "InvisibleStitch project",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 61.12,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "3D"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "93.2"
          },
          {
            "label": "Object control",
            "value": "36.51"
          },
          {
            "label": "Content alignment",
            "value": "29.53"
          },
          {
            "label": "3D consistency",
            "value": "88.51"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "wonderworld",
        "label": "WonderWorld",
        "model": "WonderWorld",
        "provider": "WonderWorld project",
        "harness": "WorldScore · I2V",
        "effort": null,
        "score": 72.69,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "3D"
          },
          {
            "label": "Input",
            "value": "Image to video"
          },
          {
            "label": "Camera control",
            "value": "92.98"
          },
          {
            "label": "Object control",
            "value": "51.76"
          },
          {
            "label": "Content alignment",
            "value": "71.25"
          },
          {
            "label": "3D consistency",
            "value": "86.87"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      },
      {
        "id": "4d-fy",
        "label": "4D-fy",
        "model": "4D-fy",
        "provider": "4D-fy project",
        "harness": "WorldScore · T2V",
        "effort": null,
        "score": 27.98,
        "costUsd": null,
        "uncertainty": null,
        "sourceUrl": "https://huggingface.co/spaces/Howieeeee/WorldScore_Leaderboard",
        "details": [
          {
            "label": "System type",
            "value": "4D"
          },
          {
            "label": "Input",
            "value": "Text to video"
          },
          {
            "label": "Camera control",
            "value": "69.92"
          },
          {
            "label": "Object control",
            "value": "55.09"
          },
          {
            "label": "Content alignment",
            "value": "0.85"
          },
          {
            "label": "3D consistency",
            "value": "35.47"
          },
          {
            "label": "Evaluated by",
            "value": "WorldScore"
          }
        ]
      }
    ]
  }
}