Image Classification on Spuco (test)
87.9Minority Group Test AccuracyDAR
Evaluation results
| Method | Links | |
|---|---|---|
| DARConfig=Pretrained2026.05 | 87.9 | |
| DARConfig=90%2026.05 | 70.9 | |
| DARConfig=ResNet-502026.05 | 68.9 | |
| DARModel=ResNet18, Initialization=Random2026.05 | 67.1 | |
| CAMLAcquisition Function=BADGE, Backbone=ResNet-182026.05 | 47.8 | |
| ERMModel=ResNet18, Initialization=Random2026.05 | 39.8 | |
| CAMLAcquisition Function=Confidence, Backbone=ResNet-182026.05 | 38.8 | |
| CAMLAcquisition Function=CoreSet, Backbone=ResNet-182026.05 | 38.3 | |
| CAMLAcquisition Function=Random, Backbone=ResNet-182026.05 | 35.3 | |
| ShuffleAcquisition Function=BADGE, Backbone=ResNet-182026.05 | 33.5 | |
| ShuffleAcquisition Function=Random, Backbone=ResNet-182026.05 | 33.4 | |
| ShuffleAcquisition Function=CoreSet, Backbone=ResNet-182026.05 | 31.8 | |
| ShuffleAcquisition Function=Confidence, Backbone=ResNet-182026.05 | 30.5 |