Drug Discovery on MUV

Metric: AUC (higher is better)

LeaderboardDataset

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#	Model↕	AUC▼	Extra Data	Paper	Date↕	Code
1	TrimNet	0.851	No	-	-	Code
2	GraphConv + dummy super node	0.845	No	Learning Graph-Level Representation for Drug Dis...	2017-09-12	Code
3	GraphConv	0.836	No	Convolutional Networks on Graphs for Learning Mo...	2015-09-30	Code
4	ContextPred	0.813	No	Strategies for Pre-training Graph Neural Networks	2019-05-29	Code
5	RNN-DFS	0.648	No	Relational Pooling for Graph Representations	2019-03-06	Code

#1TrimNet
0.851
AUC
No paperCode
#2GraphConv + dummy super nodeSOTA
0.845
AUC· 2017-09-12
Learning Graph-Level Representation for Drug Discovery Code
#3GraphConvSOTA
0.836
AUC· 2015-09-30
Convolutional Networks on Graphs for Learning Molecular Fingerprints Code
#4ContextPred
0.813
AUC· 2019-05-29
Strategies for Pre-training Graph Neural Networks Code
#5RNN-DFS
0.648
AUC· 2019-03-06
Relational Pooling for Graph Representations Code