Face Normal Estimation on Photoface (test)
10.1MAEOurs
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours2026.01 | 10.1 | 93 | 96.8 | 98.4 | |
| HFN2026.01 | 11.3 | 88.6 | 94.4 | 97.2 | |
| Cross-Modal-ftSupervision Level=GT, Fine-tuning=true2021.06 | 12 | 85.2 | 92 | 95.6 | |
| Cross-modalfine-tuned=true2026.01 | 12 | 85.2 | 92 | 95.6 | |
| LAP-ftFine-tuning=true2021.06 | 12.3 | 84.9 | 92.4 | 96.3 | |
| LAP2026.01 | 12.3 | 84.9 | 92.4 | 96.3 | |
| SfSNet-ftFine-tuning=true2021.06 | 12.8 | 83.7 | 90.8 | 94.5 | |
| SfSNetfine-tuned=true2026.01 | 12.8 | 83.7 | 90.8 | 94.5 | |
| NiW2026.01 | 22 | 36.6 | 59.8 | 79.6 | |
| Cross-ModalSupervision Level=GT, Fine-tuning=false2021.06 | 22.8 | 49 | 62.9 | 74.1 | |
| Cross-modalfine-tuned=false2026.01 | 22.8 | 49 | 62.9 | 74.1 | |
| LAPFine-tuning=false2021.06 | 23 | 48.2 | 63.1 | 74.9 | |
| D3DFR2021.06 | 23.5 | 46.1 | 61.8 | 73.3 | |
| SharinGANfine-tuned on Photoface=false2020.06 | 24 | 47.88 | 61.53 | 72.1 | |
| DF2NetSupervision Level=GT2021.06 | 24.3 | 42.2 | 62.7 | 74.5 | |
| PRN2021.06 | 24.8 | 43.1 | 62.9 | 74.1 | |
| PRN2026.01 | 24.8 | 43.1 | 57.4 | 69.4 | |
| SfSNetfine-tuned on Photoface=false2020.06 | 25.5 | 43.6 | 57.7 | 68.7 | |
| SfSNetFine-tuning=false2021.06 | 25.5 | 43.6 | 57.5 | 68.7 | |
| SfSNetfine-tuned=false2026.01 | 25.5 | 43.6 | 57.5 | 68.7 | |
| 3DDFA2021.06 | 26 | 40.6 | 54.6 | 66.4 | |
| 3DDFA2026.01 | 26 | 40.6 | 54.6 | 66.4 | |
| 3DMMfine-tuned on Photoface=false2020.06 | 26.3 | 4.3 | 56.1 | 89.4 | |
| FNI2021.06 | 26.3 | 44.3 | 56.1 | 89.4 | |
| 3DMM2026.01 | 26.3 | 4.3 | 56.1 | 89.4 | |
| Extreme2021.06 | 27 | 37.8 | 51.9 | 67.6 | |
| Extreme2026.01 | 27 | 37.8 | 51.9 | 64.5 | |
| Marr Rev2026.01 | 28.3 | 31.8 | 36.5 | 44.4 | |
| UberNet2026.01 | 29.1 | 30.8 | 36.5 | 55.2 | |
| Pix2Vertexfine-tuned on Photoface=false2020.06 | 33.9 | 24.8 | 36.1 | 47.6 | |
| Pix2V2021.06 | 33.9 | 24.8 | 36.1 | 47.6 | |
| Pix2V2026.01 | 33.9 | 24.8 | 36.1 | 47.6 |