Physical Plausibility Verification on PhysicsIQ CogVideoX-5B I2V (N=16)
0.302Spatial IoUOracle (Upper bound)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Oracle (Upper bound)N=16, Generator=CogVideoX-5B (I2V)2026.06 | 0.302 | 0.246 | 0.162 | 0.007 | 41.3 | |
| WMRewardN=16, Generator=CogVideoX-5B (I2V)2026.06 | 0.235 | 0.21 | 0.13 | 0.007 | 33.2 | |
| Qwen3-VLN=16, Generator=CogVideoX-5B (I2V)2026.06 | 0.227 | 0.193 | 0.117 | 0.007 | 30.9 | |
| GEOPHYSN=16, Generator=CogVideoX-5B (I2V)2026.06 | 0.225 | 0.232 | 0.128 | 0.006 | 34.1 | |
| Qwen2.5-VLN=16, Generator=CogVideoX-5B (I2V)2026.06 | 0.168 | 0.132 | 0.072 | 0.008 | 21.3 | |
| BaselineN=16, Generator=CogVideoX-5B (I2V)2026.06 | 0.143 | 0.133 | 0.07 | 0.008 | 19.9 | |
| VideoMAEN=16, Generator=CogVideoX-5B (I2V)2026.06 | 0.122 | 0.044 | 0.042 | 0.008 | 11.4 |