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Online Conformal Prediction on Sinusoid Dataset synthetic
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95
Marginal Coverage
SFOGD
92.712
93.306
93.9
94.494
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
SFOGD
Learning rate (lr)=100
2026.02
95
28.6
27.7
40
50.4
57.8
P Ctrl
Learning rate (lr)=0.5
2026.02
95
22.8
21.9
34.9
41.8
45
PI Ctrl
Learning rate (lr)=0.5
2026.02
95
22.8
21.5
34.9
41.9
45.1
DtACI
2026.02
94.2
-
26.4
33.2
-
-
UP
2026.02
93.1
21.1
17.9
34.1
43.2
48.3
KT
2026.02
92.8
26.9
27.6
32.1
34.5
35.3
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