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ResearchFormerly WizWand

Class-Incremental Learning on Class-Incremental Learning Sequences Hard

89.13AccuracyMOS
57.118865.429473.7482.0506Sep 26, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MOSSampling Strategy=LLM-12025.0989.13
RanPACSampling Strategy=AS2025.0988.99
MOSSampling Strategy=AS2025.0988.76
RanPACSampling Strategy=RS2025.0988.72
RanPACSampling Strategy=MS2025.0988.72
RanPACSampling Strategy=LLM-12025.0988.72
RanPACSampling Strategy=LLM-52025.0988.72
RanPACSampling Strategy=EDGE2025.0988.68
MOSSampling Strategy=RS2025.0988.49
MOSSampling Strategy=MS2025.0988.38
MOSSampling Strategy=LLM-52025.0988.23
MOSSampling Strategy=EDGE2025.0987.69
EASESampling Strategy=LLM-52025.0984.82
EASESampling Strategy=AS2025.0984.69
EASESampling Strategy=RS2025.0984.6
EASESampling Strategy=LLM-12025.0984.56
EASESampling Strategy=MS2025.0984.39
EASESampling Strategy=EDGE2025.0984.29
Hide-PromptSampling Strategy=LLM-12025.0982.35
Hide-PromptSampling Strategy=RS2025.0981.45
Hide-PromptSampling Strategy=AS2025.0981.02
Hide-PromptSampling Strategy=MS2025.0980.96
Hide-PromptSampling Strategy=LLM-52025.0980.89
Hide-PromptSampling Strategy=EDGE2025.0980.52
CODA-PromptSampling Strategy=RS2025.0967.42
L2pSampling Strategy=LLM-52025.0967.01
CODA-PromptSampling Strategy=LLM-12025.0967.01
CODA-PromptSampling Strategy=MS2025.0966.13
CODA-PromptSampling Strategy=AS2025.0965.96
CODA-PromptSampling Strategy=LLM-52025.0965.78
CODA-PromptSampling Strategy=EDGE2025.0965.65
L2pSampling Strategy=LLM-12025.0964.97
L2pSampling Strategy=MS2025.0962.6
L2pSampling Strategy=RS2025.0962.58
L2pSampling Strategy=AS2025.0961.75
L2pSampling Strategy=EDGE2025.0958.35