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  • ADMET Group Leaderboard
    • TDC.Caco2_Wang Leaderboard
    • TDC.Bioavailability_Ma Leaderboard
    • TDC.Lipophilicity_AstraZeneca Leaderboard
    • TDC.Solubility_AqSolDB Leaderboard
    • TDC.HIA_Hou Leaderboard
    • TDC.Pgp_Broccatelli Leaderboard
    • TDC.BBB_Martins Leaderboard
    • TDC.PPBR_AZ Leaderboard
    • TDC.VDss_Lombardo Leaderboard
    • TDC.CYP2C9_Veith Leaderboard
    • TDC.CYP2D6_Veith Leaderboard
    • TDC.CYP3A4_Veith Leaderboard
    • TDC.CYP2C9_Substrate_CarbonMangels Leaderboard
    • TDC.CYP2D6_Substrate_CarbonMangels Leaderboard
    • TDC.CYP3A4_Substrate_CarbonMangels Leaderboard
    • TDC.Half_Life_Obach Leaderboard
    • TDC.Clearance_Hepatocyte_AZ Leaderboard
    • TDC.Clearance_Microsome_AZ Leaderboard
    • TDC.LD50_Zhu Leaderboard
    • TDC.hERG Leaderboard
    • TDC.AMES Leaderboard
    • TDC.DILI 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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