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Benchmarks
Image Classification Calibration on ImageNet Sketch
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0.93
CwECE
Oracle
0.5392
3.1771
5.815
8.4529
May 20, 2026
CwECE
ECE
Accuracy Difference (ΔACC)
ECEKDE
Updated 12d ago
Evaluation Results
Method
Method
Links
CwECE
ECE
Accuracy Difference (ΔACC)
ECEKDE
Oracle
Backbone=ViT-L
2026.05
0.93
-
-
-
Oracle
Backbone=ResNet152
2026.05
1.64
-
-
-
Oracle
Backbone=DenseNet161
2026.05
1.76
-
-
-
ECL
Backbone=ViT-L
2026.05
5.18
-
1.26
-
ECL
Backbone=ResNet152
2026.05
9.86
-
0.84
-
ECL
Backbone=DenseNet161
2026.05
10.7
-
-0.69
-
ECL
Backbone=ResNet152
2026.05
-
-
0.87
9.52
ECL
Backbone=DenseNet161
2026.05
-
-
-0.69
10.1
ECL
Backbone=ViT-L
2026.05
-
-
1.26
4.84
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