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Graph property prediction on OGB-G molhiv
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0.83
AUROC
ESAN
0.7468
0.7684
0.79
0.8116
Sep 28, 2024
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
ESAN
Aggregation=SSMA
2024.09
0.83
GCN
Aggregation=SSMA
2024.09
0.79
GAT
Aggregation=SSMA
2024.09
0.79
GATv2
Aggregation=SSMA
2024.09
0.79
GIN
Aggregation=SSMA
2024.09
0.78
GraphGPS
Aggregation=SSMA
2024.09
0.78
PNA
Aggregation=SSMA
2024.09
0.78
GCN
Aggregation=Sum, Repro...
2024.09
0.77
GraphGPS
Aggregation=Sum, Repro...
2024.09
0.76
ESAN
Aggregation=Sum, Repor...
2024.09
0.76
GAT
Aggregation=Sum, Repro...
2024.09
0.75
GATv2
Aggregation=Sum, Repro...
2024.09
0.75
GIN
Aggregation=Sum, Repro...
2024.09
0.75
PNA
Aggregation=Sum, Repro...
2024.09
0.75
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