Video Generation on Standard Video Evaluation Benchmark
0.8672Subject ConsistencyVGGRPO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VGGRPOBase Model=Wan2.2-5B2026.03 | 0.8672 | 0.9056 | 0.5094 | 0.6843 | 0.9619 | 0.8421 | |
| VideoGPABase Model=Wan2.2-5B2026.03 | 0.8511 | 0.9048 | 0.492 | 0.6131 | 0.9518 | 0.7645 | |
| Epipolar-DPOBase Model=Wan2.2-5B2026.03 | 0.8407 | 0.9054 | 0.4945 | 0.6275 | 0.9482 | 0.7603 | |
| SFTBase Model=Wan2.2-5B2026.03 | 0.8323 | 0.8925 | 0.4886 | 0.6159 | 0.9548 | 0.9026 | |
| VGGRPOBase Model=Wan2.1-1B2026.03 | 0.8255 | 0.8974 | 0.5623 | 0.6585 | 0.9753 | 0.9048 | |
| BaseBase Model=Wan2.2-5B2026.03 | 0.8151 | 0.8958 | 0.4837 | 0.6402 | 0.9467 | 0.8692 | |
| Epipolar-DPOBase Model=Wan2.1-1B2026.03 | 0.8125 | 0.8916 | 0.5578 | 0.6461 | 0.9671 | 0.8816 | |
| VideoGPABase Model=Wan2.1-1B2026.03 | 0.8068 | 0.8931 | 0.5562 | 0.6507 | 0.965 | 0.8734 | |
| SFTBase Model=Wan2.1-1B2026.03 | 0.8032 | 0.8896 | 0.5472 | 0.6256 | 0.9646 | 0.8795 | |
| BaseBase Model=Wan2.1-1B2026.03 | 0.7941 | 0.893 | 0.5233 | 0.6178 | 0.9552 | 0.9231 |