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Domain Incremental Learning on CDDB-Hard Unknown domains

83.74Average AccuracyHEDP(Ours)
48.702457.798766.89575.9913May 7, 2026

Evaluation results

MethodLinks
HEDP(Ours)Prompt=true, Buffer (/class)=02026.0583.74
MoP-CLIPPrompt=true, Buffer (/class)=02026.0581.98
CP-PromptPrompt=true, Buffer (/class)=02026.0580.4
S-liPromptsPrompt=true, Buffer (/class)=02026.0578.78
L2PPrompt=true, Buffer (/class)=02026.0557.34
ESNPrompt=true, Buffer (/class)=02026.0555.81
DyToxPrompt=true, Buffer (/class)=02026.0550.46
LwFPrompt=false, Buffer (/class)=02026.0550.05