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Graph regression on OGBG-MOL Lipophilicity (random)
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0.449
L2 Loss
SL
0.40992
0.67371
0.9375
1.20129
Nov 11, 2025
L2 Loss
Updated 4d ago
Evaluation Results
Method
Method
Links
L2 Loss
SL
Backbone=GAT
2025.11
0.449
SL
Backbone=GCN
2025.11
0.495
GraphCON
Backbone=GCN
2025.11
0.498
Graphcon
Backbone=GAT
2025.11
0.542
Kuramoto
Backbone=GCN
2025.11
0.562
Kuramoto
Backbone=GAT
2025.11
0.579
Baseline
Backbone=GAT
2025.11
0.684
SL
Backbone=Tran
2025.11
0.695
Baseline
Backbone=GCN
2025.11
0.848
Kuramoto
Backbone=Tran
2025.11
0.879
Baseline
Backbone=Tran
2025.11
1.205
Graphcon
Backbone=Tran
2025.11
1.426
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