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ResearchFormerly WizWand

LUMO Property Prediction on QM9 (test)

0.146RMSEESA
0.143680.159340.1750.19066Feb 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ESAStrategy=Transductive2024.020.146
GraphormerStrategy=Transductive2024.020.147
ESAStrategy=Inductive2024.020.15
GraphormerStrategy=Inductive2024.020.151
GATStrategy=Transductive2024.020.153
GATV2Strategy=Transductive2024.020.153
PNAStrategy=Transductive2024.020.153
GATStrategy=Inductive2024.020.156
PNAStrategy=Inductive2024.020.156
TokenGTStrategy=Transductive2024.020.156
GATV2Strategy=Inductive2024.020.157
DropGINStrategy=Transductive2024.020.157
DropGINStrategy=Inductive2024.020.159
TokenGTStrategy=Inductive2024.020.165
GraphGPSStrategy=Inductive2024.020.167
GraphGPSStrategy=Transductive2024.020.169
PNAStrategy=GW (no transfer learning)2024.020.174
ESAStrategy=GW (no transfer learning)2024.020.174
GATV2Strategy=GW (no transfer learning)2024.020.178
GraphGPSStrategy=GW (no transfer learning)2024.020.178
DropGINStrategy=GW (no transfer learning)2024.020.18
GATStrategy=GW (no transfer learning)2024.020.181
GraphormerStrategy=GW (no transfer learning)2024.020.19
TokenGTStrategy=GW (no transfer learning)2024.020.204