Face Reconstruction on CelebA-HQ
0.0082MSESPI
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SPILatent Optimization Steps=500, Generator Fine-tuning Steps=10002022.11 | 0.0082 | 0.0865 | 0.0991 | 0.947 | 0.036 | 0.0476 | — | |
| PTILatent Optimization Steps=500, Generator Fine-tuning Steps=10002022.11 | 0.0084 | 0.092 | 0.098 | 0.9432 | 0.037 | 0.051 | — | |
| SG2 W+Latent Space=W+, Latent Optimization Steps=15002022.11 | 0.0439 | 0.2261 | 0.2483 | 0.8735 | 0.04 | 0.05 | — | |
| CLIP-FTI2025.12 | 0.088 | 0.5571 | 0.2148 | — | — | — | 0.0975 | |
| SG2Latent Space=W, Latent Optimization Steps=15002022.11 | 0.0881 | 0.3231 | 0.3557 | 0.8209 | 0.043 | 0.0505 | — | |
| CLIP-FTIConfiguration=ElasticFace / ArcFace2025.12 | 0.0907 | 0.5563 | 0.2387 | — | — | — | 0.0457 | |
| Otroshi et al.Configuration=ElasticFace / ArcFace2025.12 | 0.1012 | 0.5735 | 0.2256 | — | — | — | 0.0472 | |
| Otroshi et al.2025.12 | 0.1014 | 0.5762 | 0.1927 | — | — | — | 0.1001 |