Metric: FID (lower is better)
| # | Model↕ | FID▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Arc2Face | 6.628 | No | Arc2Face: A Foundation Model for ID-Consistent H... | 2024-03-18 | Code |
| 2 | PhotoMaker | 8.41 | No | PhotoMaker: Customizing Realistic Human Photos v... | 2023-12-07 | Code |
| 3 | IP-Adapter-FaceID-PlusV2 | 10.798 | No | IP-Adapter: Text Compatible Image Prompt Adapter... | 2023-08-13 | Code |
| 4 | IP-Adapter-FaceID-Plus | 11.817 | No | IP-Adapter: Text Compatible Image Prompt Adapter... | 2023-08-13 | Code |
| 5 | InstantID | 18.598 | No | InstantID: Zero-shot Identity-Preserving Generat... | 2024-01-15 | Code |
| 6 | IP-Adapter-FaceID (SDXL) | 24.105 | No | IP-Adapter: Text Compatible Image Prompt Adapter... | 2023-08-13 | Code |
| 7 | FastComposer | 31.736 | No | FastComposer: Tuning-Free Multi-Subject Image Ge... | 2023-05-17 | Code |