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ResearchFormerly WizWand

Image Classification on SpuCoDogs (test)

86Worst Group Accuracy (WGA)DFR
31.29645.49859.773.902Jul 7, 2026
Updated 3mo ago

Evaluation results

MethodLinks
DFRBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.078613.2
GroupDROBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.0785.612.3
JTTBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.078331.7
Balanced RetrainBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.0777.413.2
A-NegGrad+Backbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.0770.626.8
A-SalUnBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.076829.6
A-SSDBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.0764.631.8
A-SCRUBBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.0755.844.2
ERMBackbone=ResNet-50, Pre-trained=ImageNet, Checkpoint selection=Validation WGA2026.0733.465.7