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ResearchFormerly WizWand

OOD Detection on CoComageNet

0.7479Detection AUCEns-R
0.2411080.3726790.504250.635821Aug 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Ens-RBackbone=ViT2023.080.7479
Ens-VBackbone=ViT2023.080.7322
Ens-FBackbone=ViT2023.080.7265
D_alphaBackbone=ViT2023.080.7249
MSPBackbone=ViT2023.080.7193
ReActBackbone=ViT2023.080.7179
Max logitsBackbone=ViT2023.080.7163
EBOBackbone=ViT2023.080.7127
ASHBackbone=ViT2023.080.7127
ODINBackbone=ViT2023.080.7075
GradNormBackbone=ViT2023.080.6959
ViMBackbone=ViT2023.080.6845
MSPBackbone=RN-502023.080.6752
D_alphaBackbone=RN-502023.080.6715
RelationBackbone=ViT2023.080.6479
ODINBackbone=RN-502023.080.6446
ReActBackbone=RN-502023.080.6391
MDSfBackbone=ViT2023.080.6343
MDSlBackbone=ViT2023.080.6341
Max logitsBackbone=RN-502023.080.6279
ASHBackbone=RN-502023.080.6165
EBOBackbone=RN-502023.080.6155
Ens-FBackbone=RN-502023.080.6142
Ens-VBackbone=RN-502023.080.6129
DiceBackbone=ViT2023.080.6123
Ens-RBackbone=RN-502023.080.6101
SHEBackbone=ViT2023.080.6092
SHEBackbone=RN-502023.080.6091
DiceBackbone=RN-502023.080.5997
RelationBackbone=RN-502023.080.5949
CADet minBackbone=RN-502023.080.5688
GradNormBackbone=RN-502023.080.5445
CADet minBackbone=ViT2023.080.5424
ViMBackbone=RN-502023.080.4901
Logit normBackbone=RN-502023.080.4805
MDSlBackbone=RN-502023.080.3892
MDSfBackbone=RN-502023.080.3681
Logit normBackbone=ViT2023.080.3632
MDSallBackbone=RN-502023.080.3001
MDSallBackbone=ViT2023.080.2606