Fair Classification on CelebA clean (test)
98.01Accuracy s+MSAM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MSAMTest Data=clean2025.03 | 98.01 | 0.007 | 93.72 | 0.0818 | 95.39 | |
| SAMTest Data=clean2025.03 | 97.97 | 0.0168 | 93.63 | 0.0575 | 95.31 | |
| GroupSAMTest Data=clean2025.03 | 97.8 | 0.0094 | 94.06 | 0.0468 | 95.51 | |
| VanillaTest Data=clean2025.03 | 97.69 | 0.0006 | 93.18 | 0.1083 | 94.93 | |
| FairSAMTest Data=clean2025.03 | 97.34 | 0.0202 | 94.12 | 0.0275 | 95.7 | |
| ReweighedTest Data=clean2025.03 | 96.27 | 0.0074 | 93.51 | 0.1056 | 94.57 | |
| GroupDROTest Data=clean2025.03 | 95.73 | 0.0441 | 92.96 | 0.0244 | 94.03 | |
| FairRegTest Data=clean2025.03 | 94.42 | 0.0281 | 95.32 | 0.1094 | 93.87 |