Single-ID Video Generation on Single-ID (evaluation)
59.5ID-SimMAGREF
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MAGREFVenue=Ours2025.05 | 59.5 | 51.6 | 95.6 | 71 | 69.4 | |
| HunyuanCustomVenue=Open-source2025.05 | 59.2 | 49.7 | 84.8 | 69.7 | 65.9 | |
| VACEVenue=Open-source2025.05 | 57.7 | 52.4 | 94.9 | 69.6 | 68.7 | |
| HailuoVenue=Proprietary2025.05 | 53.7 | 52.7 | 94.1 | 71.4 | 68 | |
| SkyReels-A2Venue=Open-source2025.05 | 51.1 | 44.3 | 84.2 | 61.8 | 60.4 | |
| PhantomVenue=Open-source2025.05 | 49.2 | 50.4 | 95.2 | 72.2 | 66.8 | |
| EchoVideoVenue=Open-source2025.05 | 45.5 | 39.9 | 78.2 | 68.4 | 58 | |
| Concat-IDVenue=Open-source2025.05 | 41.7 | 44.1 | 82 | 73.7 | 60.4 | |
| ConsisIDVenue=Open-source2025.05 | 40.6 | 41.8 | 79.8 | 72 | 58.6 | |
| Kling 1.6Venue=Proprietary2025.05 | 35.9 | 51.6 | 84.6 | 67.2 | 59.8 | |
| Vidu 2.0Venue=Proprietary2025.05 | 34 | 47.6 | 91.9 | 67.7 | 60.3 | |
| FantasyIDVenue=Open-source2025.05 | 30.4 | 45.6 | 85.4 | 72.6 | 58.5 | |
| Pika 2.1Venue=Proprietary2025.05 | 30.1 | 51.9 | 85.1 | 73.8 | 60.2 |