Image Classification on CelebA (test) (WGA/CSR)
82.8WGA ScoreA-SalUn
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| A-SalUnBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 82.8 | 16.7 | |
| GroupDROBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 82.6 | 16.6 | |
| A-NegGrad+Backbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 81.8 | 17.4 | |
| DFRBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 81.7 | 15.3 | |
| A-SSDBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 81.1 | 18.3 | |
| Balanced RetrainBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 80.6 | 15.3 | |
| JTTBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 78.5 | 10.8 | |
| A-SCRUBBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 57.2 | 13.7 | |
| ERMBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.07 | 36.7 | 13.6 |