TDC.BBB_Martins Leaderboard

Dataset Summary

Dataset Unit Size Task Metric Dataset Split
TDC.BBB_Martins % 1,975 Binary AUROC Scaffold

Leaderboard

Rank Model Contact Link #Params AUROC
1 CFA Nan Jiang Github, Paper N/A 0.92 ± 0.006
2 MapLight Jim Notwell Github, Paper N/A 0.916 ± 0.001
3 Lantern RADR Ensemble Rick Fontenot Github, Paper N/A 0.915 ± 0.002
4 MapLight + GNN Jim Notwell Github, Paper N/A 0.913 ± 0.001
5 Lantern RADR Deep Neural Network Rick Fontenot Github, Paper N/A 0.912 ± 0.003
6 ZairaChem Gemma Turon Github, Paper N/A 0.91 ± 0.024
7 Lantern RADR Random Forest Rick Fontenot Github, Paper 319 0.908 ± 0.002
8 ChemFM Feiyang Cai Github, Paper 13.0M 0.908 ± 0.01
9 Lantern RADR SVM Rick Fontenot Github, Paper 241 0.905 ± 0.007
10 Lantern RADR Logistic Regression Rick Fontenot Github, Paper 456 0.903 ± 0.002
11 SimGCN Suman Kalyan Bera Github, Paper 1,103,000 0.901 ± 0.007