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Benchmarks
Transductive Conformal Prediction on CIFAR10
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2.9777
Efficiency Rate
SCP
0.9159
1.451175
1.98645
2.521725
Sep 4, 2025
Efficiency Rate
Median Prediction Set Size
Empirical Joint Coverage
Updated 1d ago
Evaluation Results
Method
Method
Links
Efficiency Rate
Median Prediction Set Size
Empirical Joint Coverage
SCP
Transductive size (n)=...
2025.09
2.9777
2.5339
92
APS
Transductive size (n)=...
2025.09
2.9327
2.528
90
SCP
Transductive size (n)=...
2025.09
2.7067
1.546
92
APS
Transductive size (n)=...
2025.09
2.5133
1.7559
86
SCP
Transductive size (n)=...
2025.09
1.6788
0.8617
90
APS
Transductive size (n)=...
2025.09
1.5871
0.9358
90
TSCP
Transductive size (n)=...
2025.09
1.3562
1.1167
92
TSCP
Transductive size (n)=...
2025.09
1.2414
1.1942
94
TSCP
Transductive size (n)=...
2025.09
0.9952
0.8617
86
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