Video Generation on VBench (Comprehensive Metrics)
98.33Subject ConsistencyKling
Evaluation Results
| Method | Links | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Kling2024.12 | 98.33 | 97.6 | 99.3 | 99.4 | 61.21 | 46.94 | 65.62 | 87.24 | 68.05 | 93.4 | 89.9 | 73.03 | 50.86 | 24.17 | 19.62 | 26.42 | 83.39 | 75.68 | 81.85 | |
| Gen-22024.12 | 97.61 | 97.61 | 99.56 | 99.58 | 18.89 | 66.96 | 67.42 | 90.92 | 55.47 | 89.2 | 89.49 | 66.91 | 48.91 | 24.12 | 24.31 | 26.17 | 82.47 | 73.03 | 80.58 | |
| Gen-32024.12 | 97.1 | 96.62 | 98.61 | 99.23 | 60.14 | 63.34 | 66.82 | 87.81 | 53.64 | 96.4 | 80.9 | 65.09 | 54.57 | 24.71 | 24.86 | 26.69 | 84.11 | 75.17 | 82.32 | |
| Pika2024.12 | 96.76 | 98.95 | 99.77 | 99.51 | 37.22 | 63.15 | 62.33 | 87.45 | 46.69 | 88 | 85.31 | 65.65 | 44.8 | 24.44 | 21.89 | 25.47 | 82.68 | 71.26 | 80.4 | |
| T2V-TurboModel Variant=VC22024.12 | 96.28 | 97.02 | 97.48 | 97.34 | 49.17 | 63.04 | 72.49 | 93.96 | 54.65 | 95.2 | 89.9 | 38.67 | 55.58 | 25.51 | 24.42 | 28.16 | 82.57 | 72.57 | 81.01 | |
| DOLLARReward Model=PickScore2024.12 | 93.77 | 96.8 | 96.3 | 97.76 | 75.83 | 63.8 | 69.4 | 91.63 | 69.71 | 99 | 77.95 | 68.56 | 55.06 | 24.64 | 24.45 | 26.93 | 83.49 | 77.9 | 82.37 | |
| DOLLARReward Model=HPSv22024.12 | 92.57 | 96.14 | 97.48 | 98.59 | 81.67 | 63.14 | 65.61 | 93.84 | 72.21 | 99 | 74.78 | 68.35 | 52.72 | 25.23 | 23.5 | 26.85 | 83.83 | 77.51 | 82.57 | |
| Teacher2024.12 | 83.99 | 93.78 | 96.42 | 98.09 | 99.44 | 61.21 | 63.87 | 85.79 | 52.59 | 99.6 | 77 | 51.4 | 49.99 | 26.45 | 24.83 | 27.89 | 81.89 | 73.71 | 80.25 |