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Benchmarks
GNN Calibration on CS
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0.81
ECE
GATS
0.7704
1.0377
1.305
1.5723
Oct 12, 2022
ECE
Classwise ECE
Updated 4d ago
Evaluation Results
Method
Method
Links
ECE
Classwise ECE
GATS
Model=GAT
2022.10
0.81
-
GATS
Model=GCN
2022.10
0.88
-
DIR
Model=GCN
2022.10
0.9
-
DIR
Model=GAT
2022.10
0.96
-
Spline
Model=GCN
2022.10
1.08
-
IRM
Model=GAT
2022.10
1.09
-
Spline
Model=GAT
2022.10
1.16
-
IRM
Model=GCN
2022.10
1.29
-
Uncal
Model=GAT
2022.10
1.4
-
OI
Model=GCN
2022.10
1.55
-
Uncal
Model=GCN
2022.10
1.65
-
OI
Model=GAT
2022.10
1.8
-
GATS
Model=GCN
2022.10
-
29
GATS
Model=GAT
2022.10
-
33
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