Image Classification on ColoredMNIST biased scenario (test)
78.24Average AccuracyDeYO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeYOScenario=Biased, Backbone=ResNet-18-BN2024.03 | 78.24 | 67.39 | |
| MEMOScenario=Biased, Backbone=ResNet-18-BN2024.03 | 63.77 | 6.23 | |
| ResNet-18-BNScenario=Biased, Backbone=ResNet-18-BN2024.03 | 63.4 | 20.05 | |
| SENTRYScenario=Biased, Backbone=ResNet-18-BN2024.03 | 63.23 | 15.78 | |
| EATAScenario=Biased, Backbone=ResNet-18-BN2024.03 | 60.81 | 17.98 | |
| SARScenario=Biased, Backbone=ResNet-18-BN2024.03 | 58.37 | 12.36 | |
| TentScenario=Biased, Backbone=ResNet-18-BN2024.03 | 57.06 | 9.8 |