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Selective Classification on Avg 1K
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0.248
AURC (Scale 10^-2)
Energy
0.056952
0.106551
0.15615
0.205749
May 21, 2025
AURC (Scale 10^-2)
NAURC
Updated 4d ago
Evaluation Results
Method
Method
Links
AURC (Scale 10^-2)
NAURC
Energy
Backbone=DFN CLIP, Eva...
2025.05
0.248
1.09
SIRC
Backbone=DFN CLIP, Eva...
2025.05
0.1905
0.913
MaxLogit
Backbone=DFN CLIP, Eva...
2025.05
0.139
0.502
MDS
Backbone=DFN CLIP, Eva...
2025.05
0.139
0.619
KNN
Backbone=DFN CLIP, Eva...
2025.05
0.131
0.567
MSP
Backbone=DFN CLIP, Eva...
2025.05
0.115
0.479
Δ-MDS
Backbone=DFN CLIP, Eva...
2025.05
0.0781
0.263
RLog
Backbone=DFN CLIP, Eva...
2025.05
0.0739
0.239
Δ-KNN
Backbone=DFN CLIP, Eva...
2025.05
0.0732
0.235
Δ-MDS-RLog
Backbone=DFN CLIP, Eva...
2025.05
0.0651
0.193
Δ-KNN-RLog
Backbone=DFN CLIP, Eva...
2025.05
0.0643
0.187
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