Face Parsing on LaPa (test)
97.8Skin AccuracyRTNet
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RTNet2021.02 | 97.8 | 96.5 | 91.5 | 90.9 | 88.7 | 90.5 | 90.5 | 96.9 | 90.1 | 89.1 | 92.5 | — | — | |
| AGRNetBackbone=ResNet-1012021.01 | 97.7 | 96.5 | 91.6 | 91.1 | 88.5 | 90.7 | 90.1 | 97.3 | 89.9 | 90 | 92.3 | — | — | |
| AGRNetBackbone=ResNet-1012021.01 | 97.7 | 96.5 | 91.6 | 91.1 | 88.5 | 90.7 | 90.1 | 97.3 | 89.9 | 90 | 92.3 | — | — | |
| AGRNetPretrain=-, Fine-tuning=false2025.08 | 97.7 | 96.5 | 91.6 | 91.1 | 88.5 | 90.7 | 90.1 | 97.3 | 89.9 | 90 | 92.3 | — | — | |
| PaCo-FRPretrain=2M, Fine-tuning=true2025.08 | 97.63 | 95.43 | 92.32 | 92.43 | 88.99 | 90.82 | 90.21 | 97.69 | 91.74 | 91.27 | 92.85 | — | 0.55 | |
| DML-CSR2022.03 | 97.6 | 96.4 | 91.8 | 91.5 | 88 | 90.5 | 89.9 | 97.3 | 90.4 | 90.4 | — | 92.4 | — | |
| FaRLPretrain=20M, Fine-tuning=true2025.08 | 97.52 | 95.11 | 92.33 | 92.09 | 88.69 | 90.7 | 90.05 | 97.55 | 91.57 | 91.34 | 92.7 | — | 0.4 | |
| FaceSyntheticsTraining Data=Real2021.09 | 97.5 | 86.9 | 91.4 | 91.5 | 87.3 | 89.8 | 89.4 | 96.9 | 89.3 | 89.3 | 90.9 | — | — | |
| PaCo-FRPretrain=2M, Fine-tuning=false2025.08 | 97.47 | 94.92 | 92.07 | 92.09 | 88.48 | 90.73 | 90.08 | 97.48 | 91.04 | 90.82 | 92.52 | — | 0.22 | |
| MCFPretrain=2M, Fine-tuning=true2025.08 | 97.46 | 94.93 | 92.26 | 92.22 | 88.31 | 90.2 | 89.84 | 97.53 | 91.2 | 90.79 | 92.48 | — | 0.18 | |
| FaRLPretrain=20M, Fine-tuning=false2025.08 | 97.38 | 94.53 | 91.88 | 91.69 | 88.2 | 90.59 | 89.85 | 97.42 | 90.84 | 90.85 | 92.32 | — | 0.02 | |
| EAGRNet2020.07 | 97.3 | 96.2 | 89.5 | 90 | 88.1 | 90 | 89 | 97.1 | 86.5 | 87 | 91.1 | — | — | |
| Te et al.2021.02 | 97.3 | 96.2 | 89.5 | 90 | 88.1 | 90 | 89 | 97.1 | 86.5 | 87 | 91.1 | — | — | |
| Te et al.Venue=ECCV'202021.09 | 97.3 | 96.2 | 89.5 | 90 | 88.1 | 90 | 89 | 97.1 | 86.5 | 87 | 91.1 | — | — | |
| Te et al.2021.01 | 97.3 | 96.2 | 89.5 | 90 | 88.1 | 90 | 89 | 97.1 | 86.5 | 87 | 91.1 | — | — | |
| Te et al.2021.01 | 97.3 | 96.2 | 89.5 | 90 | 88.1 | 90 | 89 | 97.1 | 86.5 | 87 | 91.1 | — | — | |
| Te et al.2022.03 | 97.3 | 96.2 | 89.5 | 90 | 88.1 | 90 | 89 | 97.1 | 86.5 | 87 | — | 91.1 | — | |
| EAGRPretrain=-, Fine-tuning=false2025.08 | 97.3 | 96.2 | 89.5 | 90 | 88.1 | 90 | 89 | 97.1 | 86.5 | 87 | 91.1 | — | -1.2 | |
| MCFPretrain=2M, Fine-tuning=false2025.08 | 97.3 | 94.39 | 91.67 | 91.6 | 87.86 | 90.02 | 89.7 | 97.33 | 90.44 | 89.98 | 92.03 | — | -0.27 | |
| Liu et al.2020.07 | 97.2 | 96.3 | 88.1 | 88 | 84.4 | 87.6 | 85.7 | 95.5 | 87.7 | 87.6 | 89.8 | — | — | |
| Liu et al.2021.02 | 97.2 | 96.3 | 88.1 | 88 | 84.4 | 87.6 | 85.7 | 95.5 | 87.7 | 87.6 | 89.8 | — | — | |
| Liu et al.Venue=AAAI'202021.09 | 97.2 | 96.3 | 88.1 | 88 | 84.4 | 87.6 | 85.7 | 95.5 | 87.7 | 87.6 | 89.8 | — | — | |
| Liu et al.2021.01 | 97.2 | 96.3 | 88.1 | 88 | 84.4 | 87.6 | 85.7 | 95.5 | 87.7 | 87.6 | 89.8 | — | — | |
| Liu et al.2021.01 | 97.2 | 96.3 | 88.1 | 88 | 84.4 | 87.6 | 85.7 | 95.5 | 87.7 | 87.6 | 89.8 | — | — | |
| Liu et al.2022.03 | 97.2 | 96.3 | 88.1 | 88 | 84.4 | 87.6 | 85.7 | 95.5 | 87.7 | 87.6 | — | 89.8 | — | |
| BASSPretrain=-, Fine-tuning=false2025.08 | 97.2 | 96.3 | 88.1 | 88 | 84.4 | 87.6 | 85.7 | 95.5 | 87.7 | 87.6 | 89.8 | — | -2.5 | |
| FaceSyntheticsTraining Data=Synthetic2021.09 | 97.1 | 85.7 | 90.6 | 90.1 | 85.9 | 88.8 | 88.4 | 96.7 | 88.6 | 88.5 | 90.1 | — | — | |
| ScratchPretrain=None, Fine-tuning=false2025.08 | 97.06 | 92.89 | 91.43 | 91.02 | 87.06 | 89.41 | 88.94 | 97.17 | 89.71 | 89.06 | 91.37 | — | -0.93 | |
| Wei et al.2021.01 | 96.1 | 95.1 | 88.9 | 87.5 | 83.1 | 89.2 | 83.8 | 96.1 | 86 | 87.8 | 89.4 | — | — | |
| Wei et al.2021.01 | 96.1 | 95.1 | 88.9 | 87.5 | 83.1 | 89.2 | 83.8 | 96.1 | 86 | 87.8 | 89.4 | — | — | |
| Wei et al.Pretrain=-, Fine-tuning=false2025.08 | 96.1 | 95.1 | 88.9 | 87.5 | 83.1 | 89.2 | 83.8 | 96.1 | 86 | 87.8 | 89.4 | — | -2.9 | |
| Luo et al.2021.01 | 95.8 | 94.3 | 87 | 89.1 | 85.3 | 85.6 | 88.8 | 94.3 | 85.9 | 86.1 | 89.2 | — | — | |
| Luo et al.2021.01 | 95.8 | 94.3 | 87 | 89.1 | 85.3 | 85.6 | 88.8 | 94.3 | 85.9 | 86.1 | 89.2 | — | — | |
| EHANetPretrain=-, Fine-tuning=false2025.08 | 95.8 | 94.3 | 87 | 89.1 | 85.3 | 85.6 | 88.8 | 94.3 | 85.9 | 86.1 | 89.2 | — | -3.1 | |
| Zhao et al.2020.07 | 93.5 | 94.1 | 86.3 | 86 | 83.6 | 86.9 | 84.7 | 94.8 | 86.8 | 86.9 | 88.4 | — | — | |
| Zhao et al.2021.02 | 93.5 | 94.1 | 86.3 | 86 | 83.6 | 86.9 | 84.7 | 94.8 | 86.8 | 86.9 | 88.4 | — | — | |
| Zhao et al.2021.01 | 93.5 | 94.1 | 86.3 | 86 | 83.6 | 86.9 | 84.7 | 94.8 | 86.8 | 86.9 | 88.4 | — | — | |
| Zhao et al.2021.01 | 93.5 | 94.1 | 86.3 | 86 | 83.6 | 86.9 | 84.7 | 94.8 | 86.8 | 86.9 | 88.4 | — | — | |
| Zhao et al.2022.03 | 93.5 | 94.1 | 86.3 | 86 | 83.6 | 86.9 | 84.7 | 94.8 | 86.8 | 86.9 | — | 88.4 | — |