Text-to-video generation on VBench (Performance, PSNR, SSIM, LPIPS, VBench Score)
100.45Latency (s)LearniBridge
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LearniBridgeN=72026.06 | 100.45 | 6.15 | 4,794.4 | 6.21 | 79.51 | 17.84 | 65.04 | 0.378 | |
| TaylorSeerN=7, O=12026.06 | 103.3 | 5.98 | 4,771.3 | 6.24 | 79.14 | 17.77 | 61.22 | 0.4232 | |
| LearniBridgeN=52026.06 | 125.31 | 4.93 | 5,966.5 | 4.99 | 79.93 | 18.8 | 73.96 | 0.2349 | |
| TeaCacheδ=0.42026.06 | 130.89 | 4.72 | 6,151.5 | 4.84 | 79.4 | 16.91 | 66.49 | 0.3372 | |
| TaylorSeerN=5, O=12026.06 | 132.86 | 4.65 | 5,966.5 | 4.99 | 80.13 | 18.28 | 61.21 | 0.3722 | |
| 22% stepsSampling Steps=22%2026.06 | 135.78 | 4.55 | 6,550.1 | 4.55 | 78.88 | 15.09 | 56.69 | 0.3997 | |
| ToCaN=52026.06 | 149.94 | 4.12 | 7,005.4 | 4.25 | 79.25 | 18.13 | 60.02 | 0.3885 | |
| TaylorSeerN=4, O=12026.06 | 161.3 | 3.83 | 7,733.2 | 3.85 | 80.74 | 19.47 | 66.86 | 0.3096 | |
| LearniBridgeN=42026.06 | 164.74 | 3.75 | 7,876.5 | 3.78 | 80.84 | 20.55 | 75.08 | 0.2314 | |
| TeaCacheδ=0.32026.06 | 167.88 | 3.68 | 7,794 | 3.82 | 80.07 | 18.36 | 71.55 | 0.2629 | |
| OriginalBase Model=HunyuanVideo2026.06 | 617.79 | 1 | 29,773 | 1 | 80.93 | — | — | — |