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ResearchFormerly WizWand

OOD Detection on CoComageNet mono

0.6138Detection AUCMDSf
0.4607120.5004560.54020.579944Aug 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MDSfBackbone=ViT2023.080.6138
Ens-RBackbone=ViT2023.080.6029
Ens-VBackbone=ViT2023.080.5921
Ens-VBackbone=RN-502023.080.5906
Ens-FBackbone=ViT2023.080.5892
ReActBackbone=RN-502023.080.5873
Ens-FBackbone=RN-502023.080.5834
MDSlBackbone=ViT2023.080.5832
ReActBackbone=ViT2023.080.5781
DiceBackbone=ViT2023.080.5735
ViMBackbone=ViT2023.080.5706
Ens-RBackbone=RN-502023.080.5675
EBOBackbone=ViT2023.080.5665
ASHBackbone=ViT2023.080.5665
GradNormBackbone=ViT2023.080.5634
Max logitsBackbone=ViT2023.080.5615
ODINBackbone=ViT2023.080.5527
Logit normBackbone=RN-502023.080.5526
ViMBackbone=RN-502023.080.5454
SHEBackbone=RN-502023.080.5377
ODINBackbone=RN-502023.080.5372
SHEBackbone=ViT2023.080.5355
GradNormBackbone=RN-502023.080.5343
D_alphaBackbone=ViT2023.080.5341
Max logitsBackbone=RN-502023.080.5332
MSPBackbone=RN-502023.080.5332
ASHBackbone=RN-502023.080.5332
EBOBackbone=RN-502023.080.5331
MSPBackbone=ViT2023.080.5316
D_alphaBackbone=RN-502023.080.5308
DiceBackbone=RN-502023.080.53
RelationBackbone=ViT2023.080.5226
CADet minBackbone=ViT2023.080.5224
Logit normBackbone=ViT2023.080.5103
MDSlBackbone=RN-502023.080.5097
CADet minBackbone=RN-502023.080.508
RelationBackbone=RN-502023.080.4991
MDSfBackbone=RN-502023.080.4845
MDSallBackbone=RN-502023.080.4706
MDSallBackbone=ViT2023.080.4666