Image Classification on Waterbirds (test) (Bias Severity Accuracy)
63.64Avg Acc (0.5% Bias)Intrinsic Feature Guidance
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Intrinsic Feature Guidance2024.04 | 63.64 | 65.22 | 65.23 | 66.33 | |
| LfF+BE2024.04 | 61.22 | 62.58 | 63 | 63.48 | |
| LfF2024.04 | 60.66 | 61.78 | 58.92 | 61.43 | |
| DisEnt2024.04 | 59.59 | 60.05 | 59.76 | 64.01 | |
| LNL2024.04 | 58.49 | 59.68 | 62.27 | 66.07 | |
| EnD2024.04 | 58.47 | 57.81 | 61.26 | 64.11 | |
| HEX2024.04 | 57.88 | 58.28 | 61.02 | 64.32 | |
| Vanilla2024.04 | 57.41 | 58.07 | 61.04 | 64.13 | |
| ReBias2024.04 | 55.44 | 55.93 | 58.53 | 62.14 | |
| DisEnt+BE2024.04 | 51.65 | 54.1 | 53.43 | 54.21 |