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ResearchFormerly WizWand

Domain Generalization on ImageNet-sketch (test)

0.4897Leaf AccuracyMaPLe
0.4107640.4312570.451750.472243Jun 4, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MaPLeEncoder=ViT B16, K-shot=16, w/ ProTeCt=false2023.060.48971.580.4337
MaPLeEncoder=ViT B16, K-shot=4, w/ ProTeCt=false2023.060.4822.450.5331
CoOpEncoder=ViT B16, K-shot=16, w/ ProTeCt=false2023.060.47821.390.3858
MaPLeEncoder=ViT B16, K-shot=8, w/ ProTeCt=false2023.060.47551.660.4526
MaPLeEncoder=ViT B16, K-shot=16, w/ ProTeCt=true, lambda=1, beta=0.12023.060.474717.770.8252
MaPLeEncoder=ViT B16, K-shot=4, w/ ProTeCt=true, lambda=1, beta=0.12023.060.472314.950.8167
CoOpEncoder=ViT B16, K-shot=8, w/ ProTeCt=true, lambda=1, beta=0.12023.060.469119.710.8211
MaPLeEncoder=ViT B16, K-shot=2, w/ ProTeCt=false2023.060.46861.010.4255
CoOpEncoder=ViT B16, K-shot=16, w/ ProTeCt=true, lambda=1, beta=0.12023.060.46820.730.826
MaPLeEncoder=ViT B16, K-shot=1, w/ ProTeCt=false2023.060.46791.70.4526
MaPLeEncoder=ViT B16, K-shot=8, w/ ProTeCt=true, lambda=1, beta=0.12023.060.46615.310.8204
CoOpEncoder=ViT B16, K-shot=4, w/ ProTeCt=true, lambda=1, beta=0.12023.060.465317.690.8207
MaPLeEncoder=ViT B16, K-shot=2, w/ ProTeCt=true, lambda=1, beta=0.12023.060.459513.320.8087
CoOpEncoder=ViT B16, K-shot=8, w/ ProTeCt=false2023.060.45932.10.4256
CoOpEncoder=ViT B16, K-shot=2, w/ ProTeCt=true, lambda=1, beta=0.12023.060.45415.490.8082
MaPLeEncoder=ViT B16, K-shot=1, w/ ProTeCt=true, lambda=1, beta=0.12023.060.449211.240.7994
CoOpEncoder=ViT B16, K-shot=1, w/ ProTeCt=true, lambda=1, beta=0.12023.060.447513.880.8064
CoOpEncoder=ViT B16, K-shot=4, w/ ProTeCt=false2023.060.4461.410.3652
CoOpEncoder=ViT B16, K-shot=2, w/ ProTeCt=false2023.060.42170.960.3601
CoOpEncoder=ViT B16, K-shot=1, w/ ProTeCt=false2023.060.41381.110.3361