Image-to-Video Generation on VBench (CLIP, DINO, Temporal Metrics)
0.994Motion Smoothness
MATRIX
Updated 7d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.10 | 0.994 | - | - | - | 0.492 | 0.587 | 0.6973 | 0.956 | 0.962 | - | 0.954 | - | |
2025.10 | 0.993 | - | - | - | 0.152 | 0.602 | 0.6969 | 0.962 | 0.969 | - | 0.937 | - | |
2025.10 | 0.992 | - | - | - | 0.762 | 0.495 | 0.6332 | 0.937 | 0.926 | - | 0.893 | - | |
2025.10 | 0.991 | - | - | - | 0.727 | 0.568 | 0.689 | 0.939 | 0.942 | - | 0.919 | - | |
2026.05 | 0.9893 | - | - | - | 12.98 | 0.3072 | 0.4545 | 0.8665 | 0.72 | - | - | 57.79 | |
2025.10 | 0.986 | - | - | - | 0.556 | 0.582 | 0.6966 | 0.942 | 0.946 | - | 0.938 | - | |
2026.05 | 0.9856 | - | - | - | 35.49 | 0.6212 | 0.7057 | 0.9536 | 0.9534 | - | - | 76.24 | |
2026.05 | 0.9843 | - | - | - | 20.28 | 0.6545 | 0.6949 | 0.9727 | 0.9665 | - | - | 74.6 | |
2026.05 | 0.9839 | - | - | - | 40 | 0.6313 | 0.709 | 0.9525 | 0.9486 | - | - | 77.09 | |
2026.05 | 0.9835 | - | - | - | 34.49 | 0.622 | 0.6944 | 0.9513 | 0.9453 | - | - | 75.69 | |
2026.05 | 0.9833 | - | - | - | 36.86 | 0.6507 | 0.6817 | 0.9438 | 0.965 | - | - | 76.55 | |
2026.05 | 0.9832 | - | - | - | 33.84 | 0.6297 | 0.6886 | 0.9598 | 0.956 | - | - | 75.93 | |
2026.05 | 0.9819 | - | - | - | 42.54 | 0.6503 | 0.7047 | 0.9605 | 0.9523 | - | - | 77.92 | |
2025.11 | 0.98 | 0.67 | 0.46 | 34 | 14.64 | 0.85 | 0.73 | - | - | - | - | - | |
2026.05 | 0.9788 | - | - | - | 18.21 | 0.6309 | 0.6928 | 0.9602 | 0.9562 | - | - | 73.35 | |
2025.10 | 0.9785 | - | - | - | - | 0.6414 | - | 0.9444 | 0.9184 | 0.9573 | - | - | |
2025.10 | 0.9774 | - | - | - | - | 0.6271 | - | 0.9375 | 0.9039 | 0.9552 | - | - | |
2025.10 | 0.9766 | - | - | - | - | 0.6391 | - | 0.9416 | 0.914 | 0.9517 | - | - | |
2026.05 | 0.9747 | - | - | - | 38.59 | 0.6374 | 0.6964 | 0.95 | 0.94 | - | - | 76.4 | |
2026.05 | 0.9746 | - | - | - | 31.97 | 0.6638 | 0.6909 | 0.9537 | 0.9539 | - | - | 75.94 | |
2026.05 | 0.974 | - | - | - | 37.34 | 0.6374 | 0.6838 | 0.9612 | 0.9536 | - | - | 76.39 | |
2026.05 | 0.9735 | - | - | - | 38.12 | 0.6487 | 0.7085 | 0.9503 | 0.9432 | - | - | 76.76 | |
2026.05 | 0.9702 | - | - | - | 30.23 | 0.5912 | 0.674 | 0.9467 | 0.9345 | - | - | 73.65 | |
2025.11 | 0.97 | 0.68 | 0.46 | 33.6 | 7.78 | 0.92 | 0.65 | - | - | - | - | - | |
2026.05 | 0.9665 | - | - | - | 25.63 | 0.5921 | 0.7055 | 0.9575 | 0.9502 | - | - | 73.8 | |
2025.11 | 0.96 | 0.66 | 0.42 | 33.2 | 9.75 | 0.82 | 0.61 | - | - | - | - | - | |
2025.11 | 0.96 | 0.66 | 0.43 | 33.1 | 12.93 | 0.91 | 0.72 | - | - | - | - | - | |
2026.05 | 0.9397 | - | - | - | 55.67 | 0.357 | 0.6305 | 0.85 | 0.7193 | - | - | 67.55 |