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ResearchFormerly WizWand

Image Classification on Flower-102 (test)

0.54NLL (N=510)MAP + GS
0.37681.47842.583.6816Feb 3, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MAP + GSBackbone=ConNeXt-Tiny, Model=L2-SP2025.020.540.28
DE ELBOBackbone=ConNeXt-Tiny, Model=L2-SP2025.020.580.3
MAP + LaplaceBackbone=ResNet-50, Model=L2-zero2025.020.650.35
MAP + LaplaceBackbone=ResNet-50, Model=L2-SP2025.020.650.33
MAP + GSBackbone=ResNet-50, Model=PTYL2025.020.650.33
MAP + GSBackbone=ViT-B/16, Model=L2-SP2025.020.690.42
DE ELBOBackbone=ResNet-50, Model=L2-zero2025.020.710.36
MAP + GSBackbone=ResNet-50, Model=PTYL (SSL)2025.020.710.38
DE ELBOBackbone=ResNet-50, Model=PTYL, Order=22025.020.710.38
MAP + GSBackbone=ResNet-50, Model=Linear probing2025.020.830.53
MAP + GSBackbone=ResNet-50, Model=L2-zero2025.020.830.53
MAP + GSBackbone=ResNet-50, Model=L2-SP2025.020.840.44
MAP + LaplaceBackbone=ResNet-50, Model=PTYL2025.020.840.49
DE ELBOBackbone=ViT-B/16, Model=L2-SP2025.020.90.51
DE ELBOBackbone=ResNet-50, Model=PTYL, Order=12025.021.10.72
DE ELBOBackbone=ResNet-50, Model=L2-SP2025.024.622.6