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ResearchFormerly WizWand

OOD Detection on ImageNet-1K Dnear

0.8009AUROCRMDS
0.5213480.5939240.66650.739076May 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
RMDSBackbone=ViT-B/162024.050.80090.6536
WeiPer+KLDBackbone=ResNet502024.050.80050.6139
ASHBackbone=ResNet502024.050.78170.6332
WeiPer+MSPBackbone=ResNet502024.050.77680.6384
ReActBackbone=ResNet502024.050.77380.6669
VIMBackbone=ViT-B/162024.050.77030.7373
RMDSBackbone=ResNet502024.050.76990.6504
GENBackbone=ResNet502024.050.76850.6532
WeiPer+ReActBackbone=ResNet502024.050.76850.6687
GENBackbone=ViT-B/162024.050.7630.7078
MSPBackbone=ResNet502024.050.76020.6568
WeiPer+KLDBackbone=ViT-B/162024.050.750.7302
WeiPer+MSPBackbone=ViT-B/162024.050.74820.7497
WeiPer+ReActBackbone=ViT-B/162024.050.74790.7408
KNNBackbone=ViT-B/162024.050.74110.7047
MSPBackbone=ViT-B/162024.050.73520.8185
VIMBackbone=ResNet502024.050.72080.7135
KNNBackbone=ResNet502024.050.7110.7087
ReActBackbone=ViT-B/162024.050.69260.8449
ASHBackbone=ViT-B/162024.050.53210.9443