Video Generation on VBench (Comprehensive Perceptual and Scoring Metrics)
85.11Total Score
Lance
Updated 6d ago
Evaluation Results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 85.11 | 64.33 | 23.14 | 94.28 | 92.61 | 75.83 | 97.8 | 66.78 | 95.93 | 93.86 | 96.58 | 27.04 | 64.75 | 93.61 | 94.52 | 99.66 | 25.53 | 85.14 | 84.96 | |
2026.05 | 85.11 | - | 23.14 | - | 92.61 | - | 97.8 | - | - | 93.86 | - | 27.04 | 64.75 | 93.61 | - | - | 25.53 | - | - | |
2026.05 | 84.06 | 65.88 | 23.18 | 96.72 | 87.67 | 69.39 | 97.5 | 66.83 | 98.33 | 92.31 | 95.41 | 27.71 | 58.59 | 78.12 | 95.99 | 98.02 | 24.68 | 84.32 | 83.04 | |
2026.05 | 84.06 | - | 23.18 | - | 87.67 | - | 97.5 | - | - | 92.31 | - | 27.71 | 58.59 | 78.12 | - | - | 24.68 | - | - | |
2026.05 | 83.73 | 66.91 | 21.93 | 96.95 | 87.05 | 70.83 | 97.2 | 69.64 | 98.09 | 77.48 | 90.1 | 26.34 | 49.39 | 73.65 | 96.3 | 98.49 | 24.05 | 85.19 | 77.86 | |
2026.05 | 83.69 | 66.07 | 22.64 | 98.09 | 88.59 | 65.46 | 95.4 | 69.43 | 98.3 | 69.58 | 86.28 | 25.91 | 45.75 | 75.39 | 97.52 | 99.46 | 23.19 | 85.59 | 76.11 | |
2026.05 | 83.69 | - | 22.64 | - | 88.59 | - | 95.4 | - | - | 69.58 | - | 25.91 | 45.75 | 75.39 | - | - | 23.19 | - | - | |
2026.05 | 83.69 | 66.07 | 22.64 | 98.09 | 88.59 | 65.46 | 95.4 | 69.43 | 98.3 | 69.58 | 86.28 | 25.91 | 45.75 | 75.39 | 97.52 | 99.46 | 23.19 | 85.59 | 76.11 | |
2026.05 | 83.43 | 60.28 | 22.21 | 97.6 | 89.79 | 71.94 | 94.4 | 67.24 | 99.05 | 66.71 | 83.48 | 26.95 | 54.46 | 72.13 | 97.22 | 99.39 | 24.52 | 85.07 | 76.88 | |
2026.05 | 83.43 | - | 22.21 | - | 89.79 | - | 94.4 | - | - | 66.71 | - | 26.95 | 54.46 | 72.13 | - | - | 24.52 | - | - | |
2026.05 | 83.29 | 66.44 | 20.96 | 97.1 | 90.11 | 59.44 | 96.8 | 70.85 | 98.26 | 77.7 | 90.87 | 26.26 | 48.2 | 78.36 | 96.61 | 98.4 | 24.01 | 84.57 | 78.21 | |
2026.05 | 82.32 | 63.34 | 24.31 | 96.62 | 80.9 | 60.14 | 96.4 | 66.82 | 99.23 | 53.64 | 87.81 | 26.69 | 54.57 | 65.09 | 97.1 | 98.61 | 24.71 | 84.11 | 75.17 | |
2026.05 | 82.32 | - | 24.31 | - | 80.9 | - | 96.4 | - | - | 53.64 | - | 26.69 | 54.57 | 65.09 | - | - | 24.71 | - | - | |
2025.11 | 82.09 | 60.68 | 21.62 | 98.74 | 89.68 | 56.94 | 80 | 68.91 | 98.3 | 69.81 | 82.19 | 25.17 | 30.67 | 79.06 | 96.63 | 99.01 | 23.98 | 84.59 | 72.08 | |
2026.05 | 81.85 | 61.21 | 19.62 | 97.6 | 89.9 | 46.94 | 93.4 | 65.62 | 99.4 | 68.05 | 87.24 | 26.42 | 50.86 | 73.03 | 98.33 | 99.3 | 24.17 | 83.39 | 75.68 | |
2026.05 | 81.85 | - | 19.62 | - | 89.9 | - | 93.4 | - | - | 68.05 | - | 26.42 | 50.86 | 73.03 | - | - | 24.17 | - | - | |
2026.05 | 81.83 | 61.23 | 23.17 | 97.67 | 88.25 | 53.06 | 94 | 70.63 | 99.08 | 50.55 | 80.56 | 27.12 | 24.38 | 71.47 | 98.05 | 99.4 | 26.01 | 84.46 | 71.28 | |
2026.05 | 81.83 | - | 23.17 | - | 88.25 | - | 94 | - | - | 50.55 | - | 27.12 | 24.38 | 71.47 | - | - | 26.01 | - | - | |
2026.05 | 81.71 | 64.33 | 22.98 | 98 | 85.98 | 20.74 | 95.4 | 65.62 | 99.49 | 77.72 | 94.5 | 27.57 | 52.71 | 76.18 | 98.75 | 99.4 | 25.91 | 82.1 | 80.14 | |
2026.05 | 81.71 | - | 22.98 | - | 85.98 | - | 95.4 | - | - | 77.72 | - | 27.57 | 52.71 | 76.18 | - | - | 25.91 | - | - | |
2026.05 | 81.61 | 61.98 | 24.91 | 96.52 | 82.81 | 70.97 | 99.4 | 62.9 | 96.92 | 62.11 | 85.23 | 27.59 | 53.2 | 66.35 | 96.23 | 98.66 | 25.38 | 82.75 | 77.04 | |
2026.05 | 81.61 | - | 24.91 | - | 82.81 | - | 99.4 | - | - | 62.11 | - | 27.59 | 53.2 | 66.35 | - | - | 25.38 | - | - | |
2025.11 | 81.58 | 66 | 21.65 | 98.85 | 90.77 | 46.44 | 78 | 68.06 | 98.39 | 69.05 | 81.96 | 24.97 | 34.22 | 73.79 | 96.46 | 99.04 | 23.99 | 83.61 | 71.94 | |
2025.11 | 81.46 | 65.33 | 21.35 | 98.36 | 87.98 | 52.78 | 77 | 68.03 | 98.35 | 70.27 | 81.72 | 25.08 | 32.12 | 74.97 | 96.49 | 99.11 | 24.05 | 84.03 | 71.18 | |
2026.05 | 81.34 | 65.15 | 23.29 | 96.78 | 80.89 | 40.83 | 95.2 | 67.06 | 98.25 | 76.01 | 94.81 | 27 | 57.67 | 62.61 | 97.28 | 97.68 | 25.27 | 82.1 | 78.31 | |
2026.05 | 81.34 | - | 23.29 | - | 80.89 | - | 95.2 | - | - | 76.01 | - | 27 | 57.67 | 62.61 | - | - | 25.27 | - | - | |
2026.05 | 80.96 | 59.64 | 20.92 | 97.69 | - | 79.27 | 77.71 | - | 98.93 | 44.64 | 86.17 | - | 37.11 | 68.73 | 95.32 | - | - | - | - | |
2026.05 | 80.96 | - | 20.92 | - | - | - | 77.71 | - | - | 44.64 | - | - | 37.11 | 68.73 | - | - | - | - | - | |
2026.05 | 80.44 | 63.13 | 25.13 | 98.22 | 92.92 | 42.5 | 95 | 67.22 | 97.73 | 40.66 | 92.55 | 28.23 | 55.29 | 35.86 | 96.85 | 98.41 | 25.84 | 82.2 | 73.42 | |
2026.05 | 80.44 | - | 25.13 | - | 92.92 | - | 95 | - | - | 40.66 | - | 28.23 | 55.29 | 35.86 | - | - | 25.84 | - | - | |
2026.05 | 80.27 | 67.16 | 22.42 | 97.68 | 87.47 | 40.83 | 92.6 | 70.1 | 97.76 | 36.88 | 90.9 | 27.04 | 50.19 | 34.6 | 95.3 | 98.75 | 26.03 | 82.9 | 69.75 | |
2026.05 | 80.27 | - | 22.42 | - | 87.47 | - | 92.6 | - | - | 36.88 | - | 27.04 | 50.19 | 34.6 | - | - | 26.03 | - | - | |
2026.05 | 78.93 | 57.35 | 23.06 | 98.02 | 86.35 | 44.44 | 95.6 | 58.66 | 98.24 | 45.47 | 93.07 | 27.46 | 47.03 | 53.5 | 95.53 | 99.12 | 25.28 | 80.42 | 72.98 | |
2026.05 | 78.93 | - | 23.06 | - | 86.35 | - | 95.6 | - | - | 45.47 | - | 27.46 | 47.03 | 53.5 | - | - | 25.28 | - | - | |
2026.05 | 78.1 | - | - | 97.6 | - | 65.3 | - | - | 96.8 | - | - | - | 34.6 | - | 96.4 | - | - | - | - | |
2026.05 | 78.1 | - | - | - | - | - | - | - | - | - | - | - | 34.6 | - | - | - | - | - | - | |
2026.05 | 77.08 | 54.94 | 23.56 | 97.47 | 86.39 | 49.72 | 96.8 | 61.9 | 96.38 | 33.32 | 91.82 | 26.41 | 52.69 | 34.09 | 91.41 | 98.3 | 25.93 | 78.78 | 70.31 | |
2026.05 | 77.08 | - | 23.56 | - | 86.39 | - | 96.8 | - | - | 33.32 | - | 26.41 | 52.69 | 34.09 | - | - | 25.93 | - | - | |
2026.05 | 75.75 | 52.06 | 23.39 | 95.29 | 81.72 | 66.39 | 92.4 | 58.57 | 95.79 | 38.98 | 82.25 | 25.67 | 39.26 | 33.68 | 89.87 | 98.28 | 25.37 | 78.05 | 66.54 | |
2026.05 | 75.75 | - | 23.39 | - | 81.72 | - | 92.4 | - | - | 38.98 | - | 25.67 | 39.26 | 33.68 | - | - | 25.37 | - | - | |
2026.05 | 74.01 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | 76.26 | 65.04 | |
2026.05 | 74.01 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | - | - | - | - | - | - | - | 63.6 | 99.3 | - | - | - | - | - | 88.6 | 98.9 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | 65.3 | 99.4 | - | - | - | - | - | 92.6 | 99.1 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | 64.1 | 99.4 | - | - | - | - | - | 93.8 | 99.2 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | 37.8 | 99.5 | - | - | - | - | - | 92.9 | 99.5 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | 64.8 | 99.5 | - | - | - | - | - | 95.6 | 99.4 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | 60.5 | 99.6 | - | - | - | - | - | 91 | 99.8 | - | - | - | |
2026.03 | - | - | - | - | - | - | - | 65.5 | 99.6 | - | - | - | - | - | 97 | 99.6 | - | - | - | |
2026.05 | - | 41.34 | - | 90.21 | - | - | - | 61.43 | 96.36 | - | - | - | - | - | 89 | 95.83 | - | - | - | |
2026.05 | - | 46.07 | - | 89.79 | - | - | - | 64.35 | 91.12 | - | - | - | - | - | 82.7 | 89.5 | - | - | - | |
2026.05 | - | 48.99 | - | 88.44 | - | - | - | 65.15 | 99.13 | - | - | - | - | - | 87.11 | 97.92 | - | - | - | |
2026.05 | - | 46.26 | - | 96.13 | - | - | - | 70.8 | 99.64 | - | - | - | - | - | 97.77 | 99.63 | - | - | - |