Text-to-video generation on HunyuanVideo 544p × 860p, 17 frames
82.45VBench ScorePrediT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PrediTO=2, tau=2, Latency(s)=27.21, Speedup=2.81×2026.02 | 82.45 | 0.1329 | 0.8693 | 25.81 | |
| AB-CacheN=3, Latency(s)=32.14, Speedup=2.39×2026.02 | 82.36 | 0.1587 | 0.8512 | 24.67 | |
| PrediTO=3, tau=2.5, Latency(s)=23.36, Speedup=3.28×2026.02 | 82.36 | 0.1429 | 0.8616 | 25.77 | |
| TeaCachetau=0.14, Latency(s)=57.71, Speedup=1.33×2026.02 | 82.18 | 0.1466 | 0.8536 | 25.64 | |
| OriginalSteps=50, Latency(s)=76.71, Speedup=1.00×2026.02 | 82.08 | 0 | 1 | — | |
| TaylorSeerO=1, N=4, Latency(s)=39.3, Speedup=1.95×2026.02 | 82.05 | 0.4021 | 0.5526 | 15.33 | |
| OriginalSteps=25, Latency(s)=40.29, Speedup=1.90×2026.02 | 81.51 | 0.1973 | 0.8196 | 23.17 | |
| PABN=8, Latency(s)=66.21, Speedup=1.16×2026.02 | 80.81 | 0.1433 | 0.837 | 27.41 | |
| ProfilingDiTN=6, Latency(s)=44.6, Speedup=1.72×2026.02 | 80.33 | 0.261 | 0.6662 | 18.77 |