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FaceMaker-V0
News and Update 🔥🔥🔥
- Dec.28, 2024. FaceMaker-V0, is released!👏👏👏
Demo
FaceCaptionHQ-4M
We constructed a large-scale facial image-text dataset for facial image generation task.
Model
Results
Unsplash-Face
| Method | CLIP-T ↑ | CLIP-I ↑ | DINO ↑ | FaceSim ↑ | FID ↓ | Attr_c ↑ | VLM-score ↑ |
|---|---|---|---|---|---|---|---|
| Ip-Adapter.(2023) | 27.7 | 64.9 | 37.6 | 53.2 | 226.9 | 3.0 | 65.3 |
| PhotoMaker.(2023) | 28.2 | 56.5 | 26.2 | 20.7 | 224.4 | 2.2 | 60.1 |
| InstantID.(2024) | 24.8 | 78.0 | 49.4 | 71.2 | 178.7 | 3.8 | 54.8 |
| Pulid.(2024) | 29.3 | 46.3 | 21.0 | 24.3 | 284.5 | 2.4 | 36.5 |
| Ours | 22.3 | 82.1 | 73.2 | 69.2 | 130.1 | 4.0 | 79.6 |
FaceCaption
| Method | CLIP-T ↑ | CLIP-I ↑ | DINO ↑ | FaceSim ↑ | FID ↓ | Attr_c ↑ | VLM-score ↑ |
|---|---|---|---|---|---|---|---|
| Ip-Adapter.(2023) | 26.78 | 69.7 | 48.0 | 59.2 | 195.4 | 3.2 | 63.2 |
| PhotoMaker.(2023) | 28.12 | 50.5 | 25.9 | 22.1 | 237.6 | 2.2 | 54.5 |
| InstantID.(2024) | 24.29 | 67.2 | 50.1 | 75.5 | 166.5 | 5.3 | 53.7 |
| Pulid.(2024) | 29.21 | 36.2 | 13.2 | 22.8 | 298.5 | 2.1 | 43.5 |
| Ours | 21.96 | 87.4 | 79.4 | 77.8 | 95.4 | 6.3 | 73.1 |