Multi-subject Video Generation on Multi-subject Evaluation Dataset
54.2ID-SimMAGREF
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MAGREFVenue=Ours2025.05 | 54.2 | 49.6 | 62.2 | 47.8 | 94.5 | 68.1 | 62.7 | |
| PhantomVenue=Open-source2025.05 | 48.1 | 36.4 | 46 | 45.8 | 97.6 | 71.3 | 57.5 | |
| Kling1.6Venue=Proprietary2025.05 | 38.7 | 41.1 | 57.1 | 45.8 | 86.4 | 65.5 | 55.8 | |
| VACEVenue=Open-source2025.05 | 34.5 | 46.3 | 61.5 | 46.7 | 96.8 | 68 | 59 | |
| Vidu2.0Venue=Proprietary2025.05 | 30.8 | 31.2 | 61.7 | 42.5 | 87.6 | 68 | 53.6 | |
| Skyreels-A2Venue=Open-source2025.05 | 27.4 | 46.4 | 50.7 | 37.1 | 88.4 | 65.9 | 52.7 | |
| Pika2.1Venue=Proprietary2025.05 | 23.9 | 34.7 | 59.6 | 47.7 | 85.1 | 67.6 | 53.1 |