ResearchBenchmarksRegression on dSprites bias-free (test)Regression on dSprites bias-free (test)Follow0.757R2ResNet0.40340.49520.5870.6788Jun 13, 2025Evaluation resultsMethodMethodLinksR2ResNetData=No Bias (Upper Bo...Data=No Bias (Upper Bound)2025.060.757DISCOmBackbone=ResNetBackbone=ResNet2025.060.688sDISCOBackbone=ResNet, Footn...Backbone=ResNet, Footnote=†2025.060.687CIRCEBackbone=ResNetBackbone=ResNet2025.060.606HSCICBackbone=ResNetBackbone=ResNet2025.060.568AdversarialBackbone=ResNetBackbone=ResNet2025.060.467ResNetData=Biased (Lower Bound)Data=Biased (Lower Bound)2025.060.417