Image-to-Video Generation on VBench I2V
99.08Background Consistency
VQQA
Updated 13d ago
Evaluation Results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 99.08 | 98.09 | - | 98.44 | - | - | - | - | - | - | - | 97.86 | - | - | |
2026.03 | 99.03 | 97.77 | - | 98.32 | - | - | - | - | - | - | - | 97.63 | - | - | |
2026.03 | 98.96 | 97.61 | - | 98.29 | - | - | - | - | - | - | - | 97.48 | - | - | |
2025.07 | 98.38 | 97.85 | - | - | - | - | 62.34 | - | - | - | - | 84.82 | 94.02 | 75.6 | |
2025.07 | 97.4 | 97.42 | - | - | - | - | 69.23 | - | - | - | - | 84.72 | 93.34 | 76.1 | |
2025.07 | 97.36 | 95.99 | - | - | - | - | 59.9 | - | - | - | - | 84.16 | 92.51 | 75.81 | |
2026.04 | 97.34 | - | 97.67 | 98.24 | 30.98 | - | 70.42 | - | - | - | - | - | 93.63 | 78.52 | |
2025.07 | 96.83 | 96.48 | - | - | - | - | 69.14 | - | - | - | - | 85.28 | 92.11 | 78.44 | |
2025.07 | 96.8 | 96.57 | - | - | - | - | 70.97 | - | - | - | - | 84.88 | 92.39 | 77.37 | |
2026.03 | 96.74 | 97.19 | - | 98.4 | - | - | - | - | - | - | - | 96.62 | - | - | |
2025.07 | 96.74 | 97.19 | - | - | - | - | 70.01 | - | - | - | - | 86.7 | 94.79 | 78.61 | |
2025.07 | 96.58 | 96.06 | - | - | - | - | 67.06 | - | - | - | - | 84.16 | 91.8 | 76.53 | |
2026.04 | 95.97 | - | 97.41 | 98.37 | 52.85 | - | 72.16 | - | - | - | - | - | 93.9 | 80.86 | |
2025.07 | 95.95 | 95.82 | - | - | - | - | 66.92 | - | - | - | - | 84.07 | 91.91 | 76.22 | |
2026.04 | 95.87 | - | 96.3 | 97.89 | 60.33 | - | 71.67 | - | - | - | - | - | 93.5 | 80.92 | |
2026.04 | 95.46 | - | 96.48 | 98.3 | 68.13 | - | 72.08 | - | - | - | - | - | 93.88 | 81.71 | |
2026.03 | 93.79 | 91.31 | 97.5 | 97.39 | 78.5 | 56.37 | 67.14 | 79.5 | 0.174 | 28.5 | 471.3 | - | - | - | |
2026.04 | 92.79 | - | 95.21 | 97.99 | 58.46 | - | 70.35 | - | - | - | - | - | 93.09 | 78.89 | |
2025.07 | 91.31 | 91.17 | - | - | - | - | 71.68 | - | - | - | - | 82.57 | 86.31 | 78.84 | |
2026.03 | 91.17 | 87.21 | 95.78 | 92.33 | 74.87 | 56.32 | 66.87 | 75.1 | 0.189 | 27.48 | 527.4 | - | - | - | |
2026.03 | 91.11 | 88.31 | 95.31 | 94.81 | 75.03 | 57.11 | 67.91 | 77.1 | 0.173 | 27.91 | 498.7 | - | - | - | |
2026.03 | 90.23 | 86.66 | 93.22 | 90.08 | 73.65 | 55.21 | 65.42 | 76.7 | 0.181 | 27.13 | 568.8 | - | - | - | |
2026.03 | 88.47 | 86.01 | 92.11 | 89.95 | 73.05 | 55.07 | 65.14 | 74.4 | 0.198 | 26.66 | 611.5 | - | - | - | |
2026.03 | 86.91 | 85.33 | 91.01 | 88.21 | 72.72 | 54.61 | 64.19 | 73.7 | 0.213 | 25.54 | 637.1 | - | - | - |