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Benchmarks
Image Classification on CIFAR-10 (Percentage Threshold Metrics)
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87.66
Acc @ 80%
DCQ
57.9888
65.6919
73.395
81.0981
Feb 24, 2026
Acc @ 80%
Acc @ 83%
Acc @ 87.5%
Acc @ 92%
Acc @ 96%
Updated 4d ago
Evaluation Results
Method
Method
Links
Acc @ 80%
Acc @ 83%
Acc @ 87.5%
Acc @ 92%
Acc @ 96%
DCQ
Backbone=Swin Transformer
2026.02
87.66
84.91
80.82
76.83
70.54
CCSAUM
Backbone=Swin Transformer
2026.02
84.38
80.82
75.18
71.22
67.01
Random
Backbone=Swin Transformer
2026.02
82.26
79.18
77.09
69.27
64.18
AUM
Backbone=Swin Transformer
2026.02
65.61
56.51
28.65
23.22
20.17
EL2N
Backbone=Swin Transformer
2026.02
59.13
55.15
27.77
24.97
21.64
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