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  • ADMET Group Leaderboard
    • TDC.Caco2_Wang Leaderboard
    • TDC.Bioavailability_Ma Leaderboard
    • TDC.Lipophilicity_AstraZeneca Leaderboard
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TDC.Caco2_Wang Leaderboard

Dataset Summary

Dataset Unit Size Task Metric Dataset Split
TDC.Caco2_Wang cm/s 906 Regression MAE Scaffold

Leaderboard

Rank Model Contact Link #Params MAE
1 RDKit2D + MLP (DeepPurpose) Kexin Huang GitHub, Paper 633,409 0.393 ± 0.024
2 CNN (DeepPurpose) Kexin Huang GitHub, Paper 226,625 0.446 ± 0.036
3 Morgan + MLP (DeepPurpose) Kexin Huang GitHub, Paper 1,477,185 0.908 ± 0.060

: The lower the better.

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