Video Generation on VBench Long
78.78Semantic Score
Hybrid Forcing
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.04 | 78.78 | - | - | - | - | - | - | - | - | 26.02 | - | - | - | - | - | - | 74 | - | 83.49 | - | - | - | - | - | - | 84.67 | - | - | |
2026.04 | 78.03 | - | - | - | - | - | - | - | - | 25.77 | - | - | - | - | - | - | 53 | - | 82.66 | - | - | - | - | - | - | 83.81 | - | - | |
2026.04 | 77.02 | - | - | - | - | - | - | - | - | 25.62 | - | - | - | - | - | - | 62 | - | 82.18 | - | - | - | - | - | - | 83.47 | - | - | |
2026.03 | 76.91 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 82.87 | - | - | - | - | - | - | - | 84.36 | 9.28 | 1.65 | |
2026.03 | 76.48 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 84.24 | - | - | - | - | - | - | - | 86.18 | 10.52 | 1.74 | |
2026.03 | 75.87 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 84.07 | - | - | - | - | - | - | - | 86.12 | 10.67 | 1.64 | |
2026.03 | 75.82 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 83.52 | - | - | - | - | - | - | - | 85.44 | 9.21 | 1.48 | |
2024.12 | 75.68 | 87.24 | 68.05 | 93.4 | 89.9 | 73.03 | 50.86 | 19.62 | 24.17 | 26.42 | 98.33 | 97.6 | 99.3 | 99.4 | 46.94 | 61.21 | 65.62 | 83.39 | 81.85 | - | - | - | - | - | - | - | - | - | |
2026.03 | 75.32 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 81.95 | - | - | - | - | - | - | - | 83.61 | 8.94 | 1.58 | |
2026.04 | 75.2 | - | - | - | - | - | - | - | - | 25.23 | - | - | - | - | - | - | 52 | - | 81.23 | - | - | - | - | - | - | 82.74 | - | - | |
2024.12 | 75.17 | 87.81 | 53.64 | 96.4 | 80.9 | 65.09 | 54.57 | 24.31 | 24.71 | 26.69 | 97.1 | 96.62 | 98.61 | 99.23 | 60.14 | 63.34 | 66.82 | 84.11 | 82.32 | - | - | - | - | - | - | - | - | - | |
2024.12 | 73.73 | 90.98 | 55.15 | 97.5 | 83.95 | 58.15 | 53.51 | 21.08 | 24.29 | 26.32 | 98.3 | 97.6 | 99.26 | 98.58 | 63.67 | 60.55 | 63.36 | 83.77 | 81.76 | - | - | - | - | - | - | - | - | - | |
2024.12 | 73.39 | 82.22 | 51.83 | 91.2 | 90.08 | 68.56 | 42.44 | 23.95 | 24.54 | 26.85 | 96.75 | 97.61 | 99.53 | 98.5 | 42.39 | 56.85 | 63.34 | 81.35 | 79.76 | - | - | - | - | - | - | - | - | - | |
2026.03 | 72.71 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 82.03 | - | - | - | - | - | - | - | 84.36 | 10.38 | 1.72 | |
2026.03 | 72.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 81.59 | - | - | - | - | - | - | - | 83.82 | 9.12 | 1.61 | |
2026.04 | 71.56 | - | - | - | - | - | - | - | - | 24.2 | - | - | - | - | - | - | 34 | - | 80.12 | - | - | - | - | - | - | 82.26 | - | - | |
2026.04 | 69.92 | - | - | - | - | - | - | - | - | 23.91 | - | - | - | - | - | - | 61 | - | 80.7 | - | - | - | - | - | - | 83.4 | - | - | |
2026.04 | 65.89 | - | - | - | - | - | - | - | - | 22.69 | - | - | - | - | - | - | 51 | - | 79.67 | - | - | - | - | - | - | 83.11 | - | - | |
2026.04 | 64.74 | - | - | - | - | - | - | - | - | - | 97.28 | - | 96.92 | 98.29 | 58.35 | 70.07 | 63.68 | - | 79.27 | - | - | - | - | - | - | 82.9 | - | - | |
2026.04 | 63.88 | - | - | - | - | - | - | - | - | - | 97.36 | - | 96.62 | 98.16 | 58.26 | 70.9 | 63.45 | - | 79.03 | - | - | - | - | - | - | 82.82 | - | - | |
2026.04 | 62.77 | - | - | - | - | - | - | - | - | - | 97.16 | - | 96.95 | 98.32 | 57.42 | 70.99 | 54.02 | - | 78.28 | - | - | - | - | - | - | 82.15 | - | - | |
2026.04 | 60.25 | - | - | - | - | - | - | - | - | - | 96.29 | - | 95.47 | 97.67 | 56.5 | 71.12 | 76.95 | - | 78.11 | - | - | - | - | - | - | 82.57 | - | - | |
2026.03 | 53.37 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 75.29 | - | - | - | - | - | - | - | 80.77 | 8.72 | 1.54 | |
2026.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 77.06 | - | 306 | 1 | 2,873 | - | - | - | - | - | - | |
2026.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 77.5 | - | 294 | 1.12 | 2,579 | 0.6211 | 0.2801 | 13.26 | - | - | - | |
2026.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 70.11 | - | 225 | 1.44 | 1,998 | 0.816 | 0.1138 | 8.94 | - | - | - | |
2026.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 78.96 | - | 161 | 1.86 | 1,546 | 0.316 | 0.6497 | 22.34 | - | - | - | |
2026.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 77.93 | - | 140 | 2.38 | 1,209 | 0.4311 | 0.514 | 19.27 | - | - | - | |
2026.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 83.84 | - | 113 | 1 | 1,540 | - | - | - | - | - | - | |
2026.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 82.67 | - | 58 | 1.89 | 814 | 0.1472 | 0.7501 | 21.96 | - | - | - | |
2026.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 80.06 | - | 49 | 2.2 | 686 | 0.3063 | 0.6121 | 18.39 | - | - | - | |
2026.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 83.12 | - | 36 | 5.88 | 262 | 0.1225 | 0.789 | 23.74 | - | - | - | |
2026.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 83.05 | - | 28 | 6.7 | 230 | 0.1467 | 0.7635 | 22.95 | - | - | - | |
2026.01 | - | - | - | - | - | - | - | - | - | - | 96.49 | 97.52 | 95.19 | 97.41 | 38.83 | 63.39 | 56.19 | - | - | - | - | - | - | - | - | - | - | - | |
| - | - | - | - | - | - | - | - | - | - | 97.02 | 97.74 | 95.96 | 98.13 | 53.44 | 73.52 | 56.66 | - | - | - | - | - | - | - | - | - | - | - | ||
2026.01 | - | - | - | - | - | - | - | - | - | - | 98.94 | 99.18 | 99.53 | 99.52 | 43.8 | 66.37 | 16.81 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | - | - | - | - | - | - | - | - | - | 98.84 | 99.52 | 99.67 | 99.62 | 48.73 | 73.75 | 20.04 | - | - | - | - | - | - | - | - | - | - | - | |
2026.01 | - | - | - | - | - | - | - | - | - | - | 97.21 | 96.83 | 95.66 | 98.27 | 48.38 | 57.91 | 98 | - | - | - | - | - | - | - | - | - | - | - | |
| - | - | - | - | - | - | - | - | - | - | 97.08 | 97.06 | 96.05 | 98.29 | 57.44 | 65.91 | 98.66 | - | - | - | - | - | - | - | - | - | - | - |