ResearchBenchmarksImage Classification on ImageNet Distribution Shifts IN-R IN-A IN-S V2Image Classification on ImageNet Distribution Shifts IN-R IN-A IN-S V2Follow85.3ImageNet AccuracySAE Add78.22880.06481.983.736May 15, 2026Evaluation resultsMethodMethodLinksImageNet AccuracyImageNet-R AccuracyImageNet-A AccuracyImageNet-S AccuracyImageNet-V2 AccuracyAverage AccuracySAE AddBackbone=SigLIP2 ViT-B/16Backbone=SigLIP2 ViT-B/162026.0585.390.256.268.677.173WiSE-FTBackbone=SigLIP2 ViT-B/16Backbone=SigLIP2 ViT-B/162026.0584.889.556.268.976.572.8FTBackbone=SigLIP2 ViT-B/16Backbone=SigLIP2 ViT-B/162026.0582.875.137.457.272.360.5Zero-shotBackbone=SigLIP2 ViT-B/16Backbone=SigLIP2 ViT-B/162026.0578.591.755.268.971.371.8