VBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Video Generation | VBench | Quality Score86.73 | 209 | |
| Video generation | VBench | Quality Score86.67 | 126 | |
| Video Generation | VBench 5s | Quality Score86.97 | 97 | |
| Video Generation | VBench (test) | Semantic Score83.4 | 82 | |
| Long Video Generation | VBench-Long 60 seconds | Subject Consistency98.6 | 74 | |
| Video Generation | VBench 2.0 (test) | Total Score83.79 | 49 | |
| Video Generation | VBench Long | Motion Smoothness99.62 | 49 | |
| Video Generation | VBench | Total Score85.11 | 48 | |
| Image-to-Video Generation | VBench | Motion Smoothness0.9961 | 46 | |
| Text-to-Video Generation | VBench (test) | Total Score84.26 | 41 | |
| Video Generation | VBench | Motion Smoothness99.4 | 37 | |
| Long Video Generation | VBench | Overall Score98.5 | 35 | |
| Image-to-Video Generation | VBench (test) | Aesthetic Quality Score66.23 | 34 | |
| text-to-video generation | VBench | Latency (s)82.9 | 26 | |
| Video Generation | VBench 2.0 | Human Fidelity0.951 | 26 | |
| Video Generation Evaluation | VBench | Quality Score86.3384 | 25 | |
| Text-to-Video Generation | VBench T2V | Overall Score84.12 | 25 | |
| Image-to-Video Generation | VBench I2V | Background Consistency99.08 | 24 | |
| Video Generation | VBench | Motion Smoothness99.28 | 23 | |
| 4D Generation | VBench | Imaging Quality64.4 | 22 | |
| Text-to-Video generation | VBench augmented prompts | Quality Score86.12 | 21 | |
| Text-to-Video Generation | VBench | Imaging Quality (IQ)62.3 | 21 | |
| Text-to-Video Generation | VBench | Aesthetic Quality58.56 | 21 | |
| text-to-video generation | VBench HunyuanVideo (test) | VBench Score (%)81.4 | 21 | |
| Video Generation | VBench 1.0 (test) | Image Quality84.71 | 21 |
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