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Benchmarks
GNN Calibration on Physics
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0.42
ECE
DIR
0.4112
0.4706
0.53
0.5894
Oct 12, 2022
ECE
Updated 1mo ago
Evaluation Results
Method
Method
Links
ECE
DIR
Model=GAT
2022.10
0.42
GATS
Model=GAT
2022.10
0.42
DIR
Model=GCN
2022.10
0.44
Uncal
Model=GAT
2022.10
0.45
Spline
Model=GAT
2022.10
0.45
GATS
Model=GCN
2022.10
0.46
Uncal
Model=GCN
2022.10
0.52
Spline
Model=GCN
2022.10
0.54
IRM
Model=GAT
2022.10
0.56
IRM
Model=GCN
2022.10
0.59
OI
Model=GAT
2022.10
0.6
OI
Model=GCN
2022.10
0.64
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