Classification on Camelyon17 (test)
90.3Average AccuracySFB
Evaluation Results
| Method | Links | |
|---|---|---|
| SFBAdaptation=Standard2023.07 | 90.3 | |
| ERMHyperparameter Tuning=Properly-tuned2023.07 | 90.2 | |
| IRMHyperparameter Tuning=Properly-tuned2023.07 | 90.2 | |
| SFBAdaptation=None2023.07 | 89.8 | |
| ACTIRHyperparameter Tuning=Sub-optimal2023.07 | 77.7 | |
| UMIXGroup-oblivious setting=true2022.09 | 75.1 | |
| CVaR-DROGroup-oblivious setting=true2022.09 | 70.5 | |
| ERMGroup-oblivious setting=true2022.09 | 70.3 | |
| JTTGroup-oblivious setting=true2022.09 | 69.1 | |
| Focal LossGroup-oblivious setting=true2022.09 | 68.1 | |
| chi^2-DROGroup-oblivious setting=true2022.09 | 68 | |
| chi^2-DOROGroup-oblivious setting=true2022.09 | 68 | |
| CVaR-DOROGroup-oblivious setting=true2022.09 | 67.3 |