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Benchmarks
Online Conformal Prediction on AXP
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95.6
Marginal Coverage
DtACI
91.856
92.828
93.8
94.772
Feb 3, 2026
Marginal Coverage
Longest Error Sequence
Avg Set Size
Median Set Size
Set Size (Q75)
Set Size (Q90)
Set Size (Q95)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Marginal Coverage
Longest Error Sequence
Avg Set Size
Median Set Size
Set Size (Q75)
Set Size (Q90)
Set Size (Q95)
DtACI
2026.02
95.6
6
-
12.6
21.8
-
-
SFOGD
Learning rate (lr)=25
2026.02
94.8
3
16.4
13.8
21.5
32.3
36.1
P Ctrl
Learning rate (lr)=0.1
2026.02
94.2
7
16.8
13.1
21.5
32.4
36.6
PI Ctrl
Learning rate (lr)=0.1
2026.02
94.1
5
16.1
13.2
20.9
32
35.9
UP-OCP
2026.02
93.2
4
14.8
11.5
18.8
32.3
38
KT
2026.02
92
15
16.9
12.9
24.9
32.5
36.1
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