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ResearchFormerly WizWand

Image Classification on 10 Target Datasets Average (test)

71.47AccuracyPromptKD
59.655662.722865.7968.8572Sep 14, 2023Dec 14, 2023Mar 15, 2024Jun 15, 2024Sep 14, 2024Dec 15, 2024Mar 17, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PromptKDintegrated_with_DPC=false2025.0371.47
PromptKD + DPCintegrated_with_DPC=true2025.0371.47
DePTBaseline=PromptSRC2023.0966.02
DePTBaseline=CoCoOp2023.0965.88
CoCoOp2023.0965.73
PromptSRC2023.0965.71
DePTBaseline=KgCoOp2023.0965.55
KgCoOp2023.0965.06
DePTBaseline=CoOp2023.0965.02
DePTBaseline=MaPLe2023.0964.56
CoOp2023.0964.4
MaPLe2023.0964.17
DePTBaseline=VPT2023.0963.01
VPT2023.0962.61
PromptSRCintegrated_with_DPC=false2025.0360.58
PromptSRC + DPCintegrated_with_DPC=true2025.0360.58
CoOpintegrated_with_DPC=false2025.0360.31
CoOp + DPCintegrated_with_DPC=true2025.0360.31
MaPLeintegrated_with_DPC=false2025.0360.11
MaPLe + DPCintegrated_with_DPC=true2025.0360.11