Image-to-Video generation on VBench-I2V general
97.7Subject Consistency (I2V)CogVideoX-I2V-SAT
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CogVideoX-I2V-SAT2026.03 | 97.7 | 95.5 | 98.4 | 36.5 | 59.8 | 67.6 | 75.9 | |
| I2Vgen-XL2026.03 | 97.5 | 96.4 | 98.3 | 25 | 65.3 | 69.9 | 75.3 | |
| SVD-XT-1.02026.03 | 97.5 | 95.5 | 98.1 | 52.4 | 60.2 | 69.8 | 78.9 | |
| SEINEResolution=512x3202026.03 | 96.6 | 94.2 | 96.7 | 34.3 | 58.4 | 71 | 75.1 | |
| Wan-TI2Vmode=Teacher2026.03 | 96.1 | 97 | 98.2 | 46.1 | 65.3 | 71.1 | 79 | |
| Step-Video-TI2V2026.03 | 95.5 | 96 | 99.2 | 48.8 | 63 | 70.4 | 78.8 | |
| FastLightGen2026.03 | 95.2 | 95.6 | 98.3 | 50 | 65.6 | 71.7 | 79.4 | |
| VideoCrafter-I2V2026.03 | 91.2 | 97.9 | 98 | 22.6 | 60.8 | 71.7 | 73.6 |