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Datasets:
ORAV-Bench
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ORAV-Bench-Artifacts

Tasks:
Text-to-Video
Modalities:
Video
Languages:
English
Size:
1K - 10K
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  1. .gitattributes +60 -0
  2. README.md +33 -0
  3. benchmark.json +5 -0
  4. kling-v3-omni/manifest.json +392 -0
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  23. kling-v3-omni/videos/subject-motion-00ba35.mp4 +3 -0
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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.avro filter=lfs diff=lfs merge=lfs -text
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+ *.bin filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ckpt filter=lfs diff=lfs merge=lfs -text
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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.lz4 filter=lfs diff=lfs merge=lfs -text
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+ *.mds filter=lfs diff=lfs merge=lfs -text
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+ *.mlmodel filter=lfs diff=lfs merge=lfs -text
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+ *.model filter=lfs diff=lfs merge=lfs -text
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+ *.msgpack filter=lfs diff=lfs merge=lfs -text
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+ *.npy filter=lfs diff=lfs merge=lfs -text
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+ *.npz filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.parquet filter=lfs diff=lfs merge=lfs -text
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+ *.pb filter=lfs diff=lfs merge=lfs -text
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+ *.pickle filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tar filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.tgz filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - uncompressed
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+ *.pcm filter=lfs diff=lfs merge=lfs -text
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+ *.sam filter=lfs diff=lfs merge=lfs -text
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+ *.raw filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - compressed
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+ *.aac filter=lfs diff=lfs merge=lfs -text
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+ *.flac filter=lfs diff=lfs merge=lfs -text
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+ *.mp3 filter=lfs diff=lfs merge=lfs -text
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+ *.ogg filter=lfs diff=lfs merge=lfs -text
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+ *.wav filter=lfs diff=lfs merge=lfs -text
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+ # Image files - uncompressed
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+ *.bmp filter=lfs diff=lfs merge=lfs -text
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+ *.gif filter=lfs diff=lfs merge=lfs -text
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+ *.png filter=lfs diff=lfs merge=lfs -text
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+ *.tiff filter=lfs diff=lfs merge=lfs -text
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+ # Image files - compressed
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+ *.jpg filter=lfs diff=lfs merge=lfs -text
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+ *.jpeg filter=lfs diff=lfs merge=lfs -text
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+ *.webp filter=lfs diff=lfs merge=lfs -text
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+ # Video files - compressed
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+ *.mp4 filter=lfs diff=lfs merge=lfs -text
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+ *.webm filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ pretty_name: ORAV Bench — Generation Outputs
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+ language:
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+ - en
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+ task_categories:
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+ - text-to-video
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+ ---
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+
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+ # ORAV Bench: Generation Outputs
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+
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+ **1,852 generated videos · 48 recorded failures · 5 systems**. Task prompts and canonical references are in [ORAV-Bench](https://huggingface.co/datasets/ORAV-Bench/ORAV-Bench).
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+
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+ ```text
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+ benchmark.json
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+ <model_id>/manifest.json
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+ <model_id>/videos/<task_id>.mp4
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+ ```
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+
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+ `benchmark.json` binds the benchmark repository, fixed revision and input fingerprint once for this collection. Each model's `manifest.json` contains only `config` and the `completed` / `failed` task-ID lists. The folder name identifies the model; no model ID is repeated inside every record.
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+
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+ Completed videos use the fixed path `<model_id>/videos/<task_id>.mp4`; there is no repeated per-video path, hash or status object. Tasks absent from both lists were not submitted. A listed completed video must exist; a missing file is not treated as a generation failure.
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+
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+ To add a model, add its folder and manifest. For a separate collection, copy the matching `benchmark.json`. A different model version or generation configuration should use a distinct folder. Use `scripts/build_manifest.py` in the [evaluation code](https://github.com/Tencent-Hunyuan/ORAV-Bench) to join selected manifests with the benchmark tasks.
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+
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+ ## Contributing model outputs
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+
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+ We welcome generation results from model providers and community contributors. Please use the original benchmark prompts and references, preserve task IDs, and include generation settings and failures in the manifest. To contribute, [email the maintainers](mailto:hjc21@mails.tsinghua.edu.cn) with the model name and a download link to outputs in the format above.
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+
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+ ## Generation settings
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+
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+ Kling settings were checked against the actual POST requests for all 380 selected outputs: `sound=off` in every request. For video inputs, `keep_original_sound=yes` is used for the 99 tasks with audio references and `no` for the other 242 video-input tasks; 39 image-only requests have no video-input setting. This input-audio preservation flag is separate from `sound`, and `sound=off` does not imply that every output file has no audio track. Requested durations come from the benchmark tasks.
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+
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+ [Paper](https://arxiv.org/abs/2609.34843).
benchmark.json ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
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+ {
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+ "repo_id": "ORAV-Bench/ORAV-Bench",
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+ "revision": "dfa0be6b058ba64b3645362e8c85c402767fd9eb",
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+ "input_sha256": "a202529f3d46d53e6547d7c1331da0b6a040bc4e2789b71b60cbb5fe55a49b25"
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+ }
kling-v3-omni/manifest.json ADDED
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+ {
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+ "config": {
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+ "aspect_ratio": "16:9",
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+ "mode": "std",
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+ "model_name": "kling-v3-omni",
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+ "resolution": "720p",
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+ "sound": "off"
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+ },
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+ "completed": [
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+ "subject-motion-vfx-74fb61",
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+ "subject-prop-scene-motion-7a3023",
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+ "subject-motion-vfx-801470",
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+ "subject-prop-scene-motion-6309e9",
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+ "subject-prop-motion-0e304b",
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+ "prop-scene-camera_movement-2781ac",
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+ "subject-prop-scene-motion-e2a215",
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+ "subject-style-motion-a16374",
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+ "subject-prop-scene-motion-2b3086",
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+ "subject-prop-motion-494443",
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+ "subject-scene-motion-camera_movement-cbe542",
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+ "subject-scene-motion-28e854",
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+ "subject-scene-motion-camera_movement-1f8c7c",
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+ "subject-motion-vfx-c401c3",
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+ "subject-prop-motion-bf36cb",
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+ "subject-motion-vfx-816673",
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+ "subject-style-motion-3527a8",
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+ "subject-motion-1e878b",
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+ "subject-motion-speech-3dbcc4",
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+ "subject-motion-vfx-32736d",
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+ "subject-scene-motion-05da2b",
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+ "subject-motion-music-3305ce",
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+ "subject-motion-speech-2abb58",
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