Image-to-Video Generation on VBench I2V (VBench Metrics)
85.07VBench Appearance ScoreSFT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SFTBackbone=SVD, Training Time=1x2026.03 | 85.07 | 76.09 | 82.08 | 2.69 | |
| Track4GenBackbone=SVD, Training Time=1.07x2026.03 | 85.01 | 76.44 | 82.15 | 2.84 | |
| DenseDPOBackbone=SVD, Training Time=2.40x2026.03 | 83.73 | 86.03 | 84.5 | 4.34 | |
| SHIFTBackbone=SVD, Training Time=2.46x2026.03 | 83.69 | 86.7 | 84.69 | 4.4 | |
| BaseBackbone=SVD2026.03 | 83.68 | 85.89 | 84.41 | 4.39 | |
| FlowGRPOBackbone=SVD, Training Time=19.35x2026.03 | 83.61 | 86.67 | 84.63 | 4.44 |