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OOD Detection on OpenOOD CIFAR10 Near-OOD
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95.13
AUROC
InterNeg
91.7916
92.6583
93.525
94.3917
Oct 26, 2024
Jan 16, 2025
Apr 8, 2025
Jun 29, 2025
Sep 19, 2025
Dec 10, 2025
Mar 3, 2026
AUROC
FPR@95
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
FPR@95
InterNeg
Backbone=CLIP ViT-B/16...
2026.03
95.13
23.93
PixMix + RotPred
Training Requirement=r...
2024.10
94.86
-
PixMix + RotPred
Backbone=CLIP ViT-B/16...
2026.03
94.86
-
OE + MSP
Training Requirement=r...
2024.10
94.82
-
OE + MSP
Backbone=CLIP ViT-B/16...
2026.03
94.82
-
AdaNeg
Training Requirement=Z...
2024.10
94.78
20.4
AdaNeg
Backbone=CLIP ViT-B/16...
2026.03
94.78
20.4
NegLabel
Training Requirement=Z...
2024.10
94.58
28.75
NegLabel
Backbone=CLIP ViT-B/16...
2026.03
94.58
28.75
PixMix + KNN
Training Requirement=r...
2024.10
93.1
-
PixMix + KNN
Backbone=CLIP ViT-B/16...
2026.03
93.1
-
MCM
Training Requirement=Z...
2024.10
91.92
30.86
MCM
Backbone=CLIP ViT-B/16...
2026.03
91.92
30.86
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