PhyGenBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Video Generation | PhyGenBench 1.0 (test) | PC0.42 | 16 | |
| Video Generation | PhyGenBench (test) | Mechanics Fidelity Score61 | 14 | |
| Video Generation | PhyGenBench | PCA Score0.54 | 13 | |
| Text-to-Video Generation | PhyGenBench | Mec Score28 | 12 | |
| Physical Law Evaluation | PhyGenBench | Mechanics Accuracy62.5 | 8 | |
| Text-to-Video Generation | PhyGenBench short unextended prompts | Mechanics Score55 | 8 | |
| Physically Grounded Video Generation | PhyGenBench VideoPhy-2 distribution generalization (train) | Mechanics Score55 | 6 | |
| Physics-aware Video Generation | PhyGenBench | Mechanics PD0.61 | 4 | |
| Motion Simulation | PhyGenBench PhysGen scenes | ECMS0.54 | 3 |
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