Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DebiAN | 69.88 | No | Discover and Mitigate Unknown Biases with Debias... | 2022-07-20 | Code |
| 2 | LfF | 62.98 | No | Learning from Failure: Training Debiased Classif... | 2020-07-06 | Code |
| 3 | OccamResNet | 52.6 | No | OccamNets: Mitigating Dataset Bias by Favoring S... | 2022-04-05 | Code |
| 4 | BiaSwap | 52.44 | No | BiaSwap: Removing dataset bias with bias-tailore... | 2021-08-23 | - |