Image Classification on BAR (test) (Bias Severity Accuracy)
75.14Accuracy (1.0% Bias)Intrinsic Feature Guidance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Intrinsic Feature Guidance2024.04 | 75.14 | 85.03 | — | |
| Intrinsic Feature Guidance2024.04 | 75.14 | 85.03 | — | |
| LfF+BE2024.04 | 73.36 | 83.87 | — | |
| LfF+BE2024.04 | 73.36 | 83.87 | — | |
| DisEnt+BE2024.04 | 73.29 | 84.96 | — | |
| DisEnt+BE2024.04 | 73.29 | 84.96 | — | |
| ReBias2024.04 | 73.04 | 83.9 | — | |
| ReBias2024.04 | 73.04 | 83.9 | — | |
| Vanilla2024.04 | 70.55 | 82.53 | — | |
| Vanilla2024.04 | 70.55 | 82.53 | — | |
| HEX2024.04 | 70.48 | 81.2 | — | |
| HEX2024.04 | 70.48 | 81.2 | — | |
| DisEnt2024.04 | 70.33 | 83.13 | — | |
| DisEnt2024.04 | 70.33 | 83.13 | — | |
| LfF2024.04 | 70.16 | 82.95 | — | |
| LfF2024.04 | 70.16 | 82.95 | — | |
| DCWP2024.04 | 69.63 | 81.89 | — | |
| DeNetDMGroup Info Required=false2024.03 | — | — | 73.84 | |
| DFAGroup Info Required=false2024.03 | — | — | 52.31 | |
| ERMGroup Info Required=false2024.03 | — | — | 57.65 | |
| JTTGroup Info Required=false2024.03 | — | — | 58.17 | |
| LCGroup Info Required=false2024.03 | — | — | 70.94 | |
| LfFGroup Info Required=false2024.03 | — | — | 57.71 |