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Benchmarks
Transductive Conformal Prediction on MNIST
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2.9187
Efficiency Rate
APS
0.229884
0.927942
1.626
2.324058
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
APS
Transductive size (n)=...
2025.09
2.9187
2.5481
92
SCP
Transductive size (n)=...
2025.09
2.8948
2.3454
90
APS
Transductive size (n)=...
2025.09
2.4883
1.5429
90
SCP
Transductive size (n)=...
2025.09
2.4865
1.2974
94
APS
Transductive size (n)=...
2025.09
1.0683
0
84
SCP
Transductive size (n)=...
2025.09
0.9261
0
94
TSCP
Transductive size (n)=...
2025.09
0.8133
0.6379
96
TSCP
Transductive size (n)=...
2025.09
0.741
0.695
88
TSCP
Transductive size (n)=...
2025.09
0.3333
0
84
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