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Benchmarks
Selective Classification on ImageNet V2 Original (test)
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30.4
Metric A
KNN
7.9984
13.8142
19.63
25.4458
May 21, 2025
Metric A
Metric N
Updated 1mo ago
Evaluation Results
Method
Method
Links
Metric A
Metric N
KNN
Backbone=ResNet-50, Tr...
2025.05
30.4
1.11
MDS
Backbone=ResNet-50, Tr...
2025.05
21.6
0.736
SIRC
Backbone=ResNet-50, Tr...
2025.05
19.6
0.652
Energy
Backbone=ResNet-50, Tr...
2025.05
17.6
0.567
Δ-KNN
Backbone=ResNet-50, Tr...
2025.05
16.2
0.509
Δ-MDS
Backbone=ResNet-50, Tr...
2025.05
13.7
0.399
MaxLogit
Backbone=ResNet-50, Tr...
2025.05
13.5
0.394
MSP
Backbone=ResNet-50, Tr...
2025.05
10.32
0.257
RLog
Backbone=ResNet-50, Tr...
2025.05
9.14
0.207
Δ-KNN-RLog
Backbone=ResNet-50, Tr...
2025.05
9.02
0.202
Δ-MDS-RLog
Backbone=ResNet-50, Tr...
2025.05
8.86
0.195
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