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ResearchFormerly WizWand

Domain-incremental learning on ImageNet-R

87.35AccuracyCMM
13.551632.710851.8771.0292Sep 28, 2025Oct 7, 2025Oct 16, 2025Oct 25, 2025Nov 3, 2025Nov 12, 2025Nov 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
CMMMemory=Θ(1)2025.0987.35
LwFMemory=Θ(1)2025.0984.78
MaxAbsMemory=Θ(N)2025.0983.93
TIESMemory=Θ(N)2025.0983.9
EWCMemory=Θ(1)2025.0983.77
AvgMemory=Θ(N)2025.0982.98
RandMixMemory=Θ(N)2025.0982.28
InTActRef.=This Paper2025.1174.23
KA-PromptRef.=ICML 20252025.1166.51
C-PromptRef.=IJCV 20242025.1162.43
CpromptRef.=CVPR 20242025.1159.48
DualPromptRef.=ECCV 20222025.1159.47
LwFRef.=T-PAMI 20172025.1157.11
L2PRef.=CVPR 20222025.1156.55
CODA-PRef.=CVPR 20232025.1155.21
EWCRef.=PNAS 20172025.1151.83
InfLoRARef.=CVPR 20242025.1141.2
S-PromptsRef.=NeurIPS 20222025.1127.23
ESNRef.=AAAI 20232025.1116.39