Video Generation on VBench (Final, Quality, Semantic, Overhead)
81.5Final ScoreRegeneration
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RegenerationBase Model=Wan2.1-1.3B2026.03 | 81.5 | 82.3 | 78.3 | 51.25 | |
| Diagnostic intervention pipelineBase Model=Wan2.1-1.3B2026.03 | 80.5 | 81.7 | 75.6 | 20.3 | |
| Diagnostic intervention pipelineBase Model=CogVideoX-5B2026.03 | 80 | 81.6 | 73.5 | 16.55 | |
| RegenerationBase Model=CogVideoX-5B2026.03 | 79.3 | 81.3 | 71.6 | 43.73 | |
| Original promptBase Model=Wan2.1-1.3B2026.03 | 78.9 | 81.1 | 70 | 0 | |
| Original promptBase Model=CogVideoX-5B2026.03 | 77.8 | 80.3 | 68 | 0 |