Video Generation on User Study
82.3Preference Rate (%)PSIVG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PSIVG2026.03 | 82.3 | — | — | — | — | |
| CogVideoX2026.03 | 7.2 | — | — | — | — | |
| HunyuanVideo2026.03 | 4.5 | — | — | — | — | |
| PISA-Seg2026.03 | 2.6 | — | — | — | — | |
| SG-I2V2026.03 | 2.5 | — | — | — | — | |
| MotionClone2026.03 | 0.9 | — | — | — | — | |
| LoFA2025.12 | — | 56.8 | — | — | — | |
| LoRA2025.12 | — | 40.8 | — | — | — | |
| PyramidalWan-DMD-PT*Inference Schedule=2-2-1, Comparison Baseline=Wan (50 steps)2026.01 | — | 29.1 | 29.1 | 41.7 | — | |
| PyramidalWan-DMD-PT*Inference Schedule=2-2-1, Comparison Baseline=Wan-DMD (2 steps)2026.01 | — | 33.1 | 35.4 | 31.4 | — | |
| Text-to-LoRA2025.12 | — | 2.4 | — | — | — |