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Online Conformal Prediction on Stationary Dataset synthetic
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95.8
Marginal Coverage
DtACI
92.888
93.644
94.4
95.156
Feb 3, 2026
Marginal Coverage
Avg Set Size
Median Set Size
Set Size 75% Quantile
Set Size 90% Quantile
Set Size 95% Quantile
Updated 1mo ago
Evaluation Results
Method
Method
Links
Marginal Coverage
Avg Set Size
Median Set Size
Set Size 75% Quantile
Set Size 90% Quantile
Set Size 95% Quantile
DtACI
2026.02
95.8
-
494
665
-
-
UP
2026.02
95.2
592
500
746
1,070
1,320
P Ctrl
Learning Rate (lr)=0.1
2026.02
94.9
566
531
692
882
1,000
PI Ctrl
Learning Rate (lr)=0.1
2026.02
94.9
567
534
694
880
1,010
SFOGD
Learning Rate (lr)=100
2026.02
94.6
694
691
841
962
1,050
KT
2026.02
93
596
574
724
892
994
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