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ResearchFormerly WizWand

Virtual Staining on MIST Averaged Domains (Continual Learning)

48.3852FIDInitial
47.50037653.47293859.445565.418062Jul 4, 2026
Updated 3mo ago

Evaluation results

MethodLinks
InitialEvaluation Stage=After first-stage training, Training Sequence Order=Ki67→PR→ER→HER22026.0748.385250.59814.597415.640.2666
ContiStainEvaluation Stage=Final after continual learning, Training Sequence Order=Ki67→PR→ER→HER22026.0751.991763.983114.74116.370.2711
iCaRLEvaluation Stage=Final after continual learning, Training Sequence Order=Ki67→PR→ER→HER22026.0755.982681.6913.479213.890.2776
LWFEvaluation Stage=Final after continual learning, Training Sequence Order=Ki67→PR→ER→HER22026.0756.454470.277814.840416.940.2766
Seq-FTEvaluation Stage=Final after continual learning, Training Sequence Order=Ki67→PR→ER→HER22026.0764.1188161.760113.529514.440.2887
EWCEvaluation Stage=Final after continual learning, Training Sequence Order=Ki67→PR→ER→HER22026.0770.5058193.479414.141616.210.2923