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Benchmarks
Image Classification on CIFAR-10-LT ρ = 0.01
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68.81
Accuracy
DAPPr
38.0364
46.0257
54.015
62.0043
Oct 21, 2025
Nov 22, 2025
Dec 24, 2025
Jan 25, 2026
Feb 26, 2026
Mar 30, 2026
May 1, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
DAPPr
2026.05
68.81
F-EDL
Backbone=VGG-16
2025.10
63.73
F-EDL
2026.05
63.73
R-EDL
Backbone=VGG-16
2025.10
63.36
DAEDL
Backbone=VGG-16
2025.10
63.36
R-EDL
2026.05
63.36
DAEDL
2026.05
63.36
I-EDL
Backbone=VGG-16
2025.10
57.88
I-EDL
2026.05
57.88
EDL
Backbone=VGG-16
2025.10
42.62
EDL
2026.05
42.62
Dropout
Backbone=VGG-16
2025.10
39.22
MC Dropout
2026.05
39.22
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