3D GAN Inversion on MEAD (novel views)
0.223LPIPS (±60°)Dual Encoder GAN Inversion
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Dual Encoder GAN InversionCategory=Encoder2024.09 | 0.223 | 0.178 | 0.706 | 0.726 | 47.207 | 43.822 | |
| pSpCategory=Encoder2024.09 | 0.245 | 0.189 | 0.64 | 0.65 | 49.364 | 48.098 | |
| TriplaneNetv2Category=Encoder2024.09 | 0.248 | 0.192 | 0.658 | 0.663 | 48.937 | 46.493 | |
| W+ optim.Category=Optim.2024.09 | 0.249 | 0.2 | 0.57 | 0.558 | 48.473 | 43.875 | |
| GOAECategory=Encoder2024.09 | 0.296 | 0.249 | 0.654 | 0.66 | 87.644 | 92.758 | |
| e4eCategory=Encoder2024.09 | 0.318 | 0.265 | 0.544 | 0.462 | 67.399 | 70.854 | |
| PTICategory=Optim.2024.09 | 0.346 | 0.262 | 0.515 | 0.548 | 66.399 | 53.977 |