Image-to-video generation on VBench 1.5 (test)
94.13I2V ScoreHunyuanVideo-1.5
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HunyuanVideo-1.5NFE=100, Latency(s)=540.04, Speed=1.00×2026.05 | 94.13 | 88.45 | — | — | — | |
| R-MeanFlowNFE=12, Latency(s)=75.23, Speed=7.18×2026.05 | 94.1 | 87.34 | — | 1 | 0 | |
| R-MeanFlow + DVGNFE=12, Latency(s)=39.18, Speed=13.78×, D=70%2026.05 | 93.6 | 86.47 | 23.92 | 0.767 | 0.081 | |
| CFG DistilledNFE=50, Latency(s)=278.37, Speed=1.94×2026.05 | 93.56 | 87.15 | — | 1 | 0 | |
| R-MeanFlow + DVGNFE=12, Latency(s)=29.86, Speed=18.09×, D=50%2026.05 | 93.51 | 86.42 | 23.73 | 0.766 | 0.083 | |
| CFG Distilled + DVGNFE=50, Latency(s)=99.82, Speed=5.41×, D=50%2026.05 | 92.86 | 86.47 | 22.52 | 0.7 | 0.117 | |
| CFG Distilled + DVGNFE=50, Latency(s)=142.47, Speed=3.79×, D=70%2026.05 | 92.75 | 86.74 | 23.03 | 0.71 | 0.101 | |
| CFG Distilled + Jenga-ProResNFE=50, Latency(s)=199.28, Speed=2.71×2026.05 | 92.35 | 86.38 | 19.87 | 0.663 | 0.157 | |
| R-MeanFlow + TaylorSeerNFE=12, Latency(s)=46.76, Speed=11.55×2026.05 | 92.03 | 85.39 | 19.34 | 0.714 | 0.205 | |
| R-MeanFlow + VGDFRNFE=12, Latency(s)=55.33, Speed=9.76×2026.05 | 91.97 | 85.25 | 19.63 | 0.727 | 0.189 | |
| CFG Distilled + AdaCacheNFE=50, Latency(s)=137.76, Speed=3.92×2026.05 | 91.88 | 85.71 | 19.95 | 0.654 | 0.183 | |
| R-MeanFlow + FrescoNFE=12, Latency(s)=52.48, Speed=10.29×2026.05 | 91.85 | 84.88 | 18.78 | 0.662 | 0.365 | |
| R-MeanFlow + AdaCacheNFE=12, Latency(s)=52.02, Speed=10.38×2026.05 | 91.79 | 85.21 | 19.08 | 0.707 | 0.208 | |
| CFG Distilled + VGDFRNFE=50, Latency(s)=176.48, Speed=3.06×2026.05 | 91.75 | 85.59 | 19.37 | 0.683 | 0.145 | |
| CFG Distilled + BottleneckNFE=30, Latency(s)=132.69, Speed=4.07×2026.05 | 91.23 | 86.11 | 18.86 | 0.681 | 0.201 |