Video Generation on VBench HunyuanVideo
99.15ConsistencyNTK
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NTKExtrapolation Ratio=4×2025.11 | 99.15 | 72.39 | 10 | 50.01 | 18.92 | 4.23 | |
| TASRExtrapolation Ratio=4×2025.11 | 99.11 | 51.28 | 14 | 46.81 | 18.47 | 4.51 | |
| RIFLExExtrapolation Ratio=4×2025.11 | 99.06 | 52.84 | 11 | 41.02 | 16.47 | 4.69 | |
| PEExtrapolation Ratio=4×2025.11 | 98.91 | 31.41 | 14 | 47.12 | 17.61 | 3.7 | |
| PIExtrapolation Ratio=4×2025.11 | 98.85 | 70.93 | 0 | 42.19 | 17.83 | 4.82 | |
| YaRNExtrapolation Ratio=4×2025.11 | 98.77 | 62.87 | 1 | 41.37 | 18.53 | 5.03 | |
| RIFLExExtrapolation Ratio=3×2025.11 | 98.23 | 73.97 | 17 | 50.57 | 21.22 | 4.67 | |
| TASRExtrapolation Ratio=3×2025.11 | 98.07 | 80.74 | 22 | 51.95 | 22.02 | 4.65 | |
| NTKExtrapolation Ratio=3×2025.11 | 98.02 | 84.8 | 24 | 53.11 | 22.14 | 3.74 | |
| PEExtrapolation Ratio=3×2025.11 | 97.95 | 53.17 | 16 | 51.85 | 21.62 | 3.96 | |
| YaRNExtrapolation Ratio=3×2025.11 | 97.9 | 88.74 | 0 | 47.05 | 21.42 | 5.05 | |
| PIExtrapolation Ratio=3×2025.11 | 97.87 | 90.23 | 1 | 46.3 | 21.29 | 4.91 | |
| NormalExtrapolation Ratio=Normal2025.11 | 97.86 | — | 71 | 69.31 | 26.81 | — | |
| UltraViCoExtrapolation Ratio=4×2025.11 | 94.68 | 99.87 | 42 | 66.54 | 24.52 | 1.02 | |
| UltraViCoExtrapolation Ratio=3×2025.11 | 94.65 | 100 | 62 | 65 | 26.45 | 1.02 |