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Benchmarks
Error detection on ImageNet-C (test)
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83.51
AuROC
Ours-D
65.2892
70.0196
74.75
79.4804
Nov 27, 2025
AuROC
AuPR
FPR@95
Updated 4d ago
Evaluation Results
Method
Method
Links
AuROC
AuPR
FPR@95
Ours-D
Backbone=CLIP ViT-16
2025.11
83.51
80.12
64.09
Ours
Backbone=CLIP ViT-16
2025.11
82.45
78.41
65.06
TrustVLM
Backbone=CLIP ViT-16
2025.11
82.12
83.73
71.99
TempScaling
Backbone=CLIP ViT-16
2025.11
81.65
78.57
68.14
MaxSoftmax
Backbone=CLIP ViT-16
2025.11
81.48
78.34
68.32
Entropy
Backbone=CLIP ViT-16
2025.11
78.84
75.72
72.86
MaxCosine
Backbone=CLIP ViT-16
2025.11
65.99
59.88
87.41
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