ML Research Wiki / Benchmarks / Molecular Property Prediction / MUV

MUV

Molecular Property Prediction Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: ROC-AUC

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Model	Paper	ROC-AUC	Date	Actions
IterRefLSTM	Low Data Drug Discovery with One-shot Learning	67.00	2016-11-10
S-CGIB	Pre-training Graph Neural Networks on Molecules b…		2025-02-20

Rank	Model	Paper	ROC-AUC	Date	Code
1	IterRefLSTM	Low Data Drug Discovery with One-shot Learning	67.00	2016-11-10	-
2	S-CGIB	Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck	0.00	2025-02-20	📦 NSLab-CUK/S-CGIB

2016

IterRefLSTM

2024

S-CGIB

NSLab-CUK/S-CGIB