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Benchmarks
Graph Time Series Conformal Prediction on PEMS-BAY N=325
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5.64
Interval Width
ACI-PERGROUP-FACTORCGIF
3.8096
16.1648
28.52
40.8752
Jun 15, 2026
Interval Width
Joint Coverage
Updated 1mo ago
Evaluation Results
Method
Method
Links
Interval Width
Joint Coverage
ACI-PERGROUP-FACTORCGIF
Backbone=GPVAR (graph-...
2026.06
5.64
90.1
GNF
Backbone=GPVAR (graph-...
2026.06
8.58
87.8
GNF + ACI wrap
Backbone=GPVAR (graph-...
2026.06
9.01
89.9
STATIC-CGIF
Backbone=GPVAR (graph-...
2026.06
12
88.7
MULTIDIMSPCI
Backbone=GPVAR (graph-...
2026.06
12.7
88.6
COPULACPTS
Backbone=GPVAR (graph-...
2026.06
14.4
89.4
KALMAN-FCP
Backbone=GPVAR (graph-...
2026.06
51.4
85.2
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