ResearchBenchmarksDomain Incremental Learning on OfficeHome Inc65Follow75.96Average AccuracyCoRe68.78470.64772.5174.373Mar 11, 2026Evaluation ResultsMethodMethodLinksAverage AccuracyLast AccuracyCoReBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0375.9666.3SSFBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0375.4865.8PromptBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0375.365.95AdapterBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0374.6765.83ViTBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0374.2264.99FinetuneBackbone=ViT-B/16-IN21KBackbone=ViT-B/16-IN21K2026.0369.0658.15