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ResearchFormerly WizWand

Image Classification on DomainNet ID single-source ViT

76.42IQM AccuracyLoss smoothing
75.910476.042776.17576.3073Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Loss smoothingSmoothing Ratio=100%2026.0776.42
Loss smoothingSmoothing Ratio=75%2026.0776.4
Loss smoothingSmoothing Ratio=50%2026.0776.34
Loss smoothingSmoothing Ratio=25%2026.0776.23
ReplayReplay Ratio=100%2026.0776.22
Loss smoothingSmoothing Ratio=10%2026.0776.2
ReplayReplay Ratio=75%2026.0776.16
Loss smoothingSmoothing Ratio=5%2026.0776.13
ReplayReplay Ratio=5%2026.0776.09
ReplayReplay Ratio=50%2026.0776.09
ReplayReplay Ratio=25%2026.0776.06
ReplayReplay Ratio=10%2026.0776.02
Hard switch2026.0775.93