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Benchmarks
Selective Classification on ImageNet-1K (test)
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8.33
Metric A
Δ-MDS-RLog
7.5112
13.0381
18.565
24.0919
May 21, 2025
Metric A
Metric N
Updated 1mo ago
Evaluation Results
Method
Method
Links
Metric A
Metric N
Δ-MDS-RLog
Backbone=ResNet-50, Tr...
2025.05
8.33
0.189
Δ-KNN-RLog
Backbone=ResNet-50, Tr...
2025.05
8.48
0.195
RLog
Backbone=ResNet-50, Tr...
2025.05
8.61
0.201
MSP
Backbone=ResNet-50, Tr...
2025.05
9.67
0.248
MaxLogit
Backbone=ResNet-50, Tr...
2025.05
12.7
0.379
Δ-MDS
Backbone=ResNet-50, Tr...
2025.05
13
0.392
Δ-KNN
Backbone=ResNet-50, Tr...
2025.05
15.3
0.493
Energy
Backbone=ResNet-50, Tr...
2025.05
16.3
0.539
SIRC
Backbone=ResNet-50, Tr...
2025.05
18.9
0.648
MDS
Backbone=ResNet-50, Tr...
2025.05
21.2
0.752
KNN
Backbone=ResNet-50, Tr...
2025.05
28.8
1.08
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