ResearchBenchmarksClass Incremental Learning on ImageNet-A Inc10 (test)Class Incremental Learning on ImageNet-A Inc10 (test)Follow62.81Average AccuracySSF60.407661.031361.65562.2787Mar 11, 2026Evaluation resultsMethodMethodLinksAverage AccuracyLast AccuracySSFBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0362.8151.48CoReBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0361.6449.05FinetuneBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0361.5750.76PromptBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0360.5948.72AdapterBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0360.5349.57ViTBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0360.549.44