Image-to-Video on VBench I2V (TA, MQ, VQ, I2V Score)
96.65TAPRFL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PRFLTraining Type=LatentRL, NFEs=802026.07 | 96.65 | 76.58 | 68.61 | 94.87 | |
| HPDTraining Type=LatentRL & Distill, NFEs=42026.07 | 96.32 | 75.39 | 69.78 | 95.34 | |
| DMDRTraining Type=PixelRL & Distill, NFEs=42026.07 | 96.17 | 72.14 | 69.56 | 93.28 | |
| RGB ReFLTraining Type=PixelRL, NFEs=802026.07 | 96.12 | 75.24 | 67.85 | 93.52 | |
| Wan2.2Training Type=Pretrain, NFEs=802026.07 | 95.87 | 74.64 | 67.63 | 92.91 | |
| TurboDiffusionTraining Type=Distill, NFEs=42026.07 | 95.84 | 74.25 | 64.87 | 92.45 | |
| HPDTraining Type=LatentRL & Distill, NFEs=12026.07 | 95.14 | 73.39 | 65.31 | 91.92 | |
| DMD2Training Type=Distill, NFEs=42026.07 | 94.28 | 73.33 | 67.78 | 91.92 | |
| FlashDMDTraining Type=PixelRL & Distill, NFEs=42026.07 | 92.15 | 69.45 | 69.12 | 92.59 | |
| APTTraining Type=Distill, NFEs=12026.07 | 87.89 | 68.18 | 61.81 | 84.87 | |
| Wan2.2Training Type=Pretrain, NFEs=42026.07 | 80.41 | 61.81 | 55.94 | 75.97 | |
| Wan2.2Training Type=Pretrain, NFEs=12026.07 | 72.84 | 55.73 | 51.89 | 69.59 |