Image Classification on SpuCoDogs (test)
86Worst Group Accuracy (WGA)DFR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DFRBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 86 | 13.2 | |
| GroupDROBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 85.6 | 12.3 | |
| JTTBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 83 | 31.7 | |
| Balanced RetrainBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 77.4 | 13.2 | |
| A-NegGrad+Backbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 70.6 | 26.8 | |
| A-SalUnBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 68 | 29.6 | |
| A-SSDBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 64.6 | 31.8 | |
| A-SCRUBBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 55.8 | 44.2 | |
| ERMBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 33.4 | 65.7 |