Image-to-Video generation on VBench 720p
97.54V-I Subject ConsistencyInfinityStar
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| InfinityStarBase Model=InfinityStar (8B), Resolution=720p, Task=I2V, Latency (s)=81.7, Speedup=1.00×2026.03 | 97.54 | — | — | — | 97.37 | 80.97 | |
| InfinityStar + FastSTARBase Model=InfinityStar (8B), Resolution=720p, Task=I2V, Latency (s)=40.6, Speedup=2.01×, Pruning Ratio=(20%, 30%, 40%, 70%)2026.03 | 97.24 | 25.65 | 0.809 | 0.195 | 97.29 | 80.01 | |
| InfinityStar + ToMeBase Model=InfinityStar (8B), Resolution=720p, Task=I2V, Latency (s)=52.0, Speedup=1.57×, Pruning Ratio=(20%, 30%, 40%, 70%)2026.03 | 96.45 | 23.93 | 0.757 | 0.248 | 97.06 | 78.25 | |
| InfinityStar + SparseVARBase Model=InfinityStar (8B), Resolution=720p, Task=I2V, Latency (s)=55.3, Speedup=1.56×, Pruning Ratio=(20%, 30%, 40%, 70%)2026.03 | 96.4 | 23.86 | 0.754 | 0.249 | 97.05 | 78.3 | |
| InfinityStar + FastVARBase Model=InfinityStar (8B), Resolution=720p, Task=I2V, Latency (s)=44.9, Speedup=1.82×, Pruning Ratio=(20%, 30%, 40%, 70%)2026.03 | 94.46 | 22.2 | 0.711 | 0.292 | 95.49 | 74.83 |