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ResearchFormerly WizWand

ADMET Properties Prediction on TDC AMES

0.878AUROCDRUGSAGE
0.507760.603880.70.79612Oct 2, 2024Jan 14, 2025Apr 29, 2025Aug 12, 2025Nov 24, 2025Mar 9, 2026Jun 22, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DRUGSAGESearch Budget (B)=20, Test-time search=true2026.050.878
FARMType=Binary, Unit=%2024.100.875
TDC SOTA2026.030.871
SOTAType=Binary, Unit=%2024.100.871
DRUGSAGE-ZEROSearch Budget (B)=0, Test-time search=false2026.050.871
TDC Leaderboard Best2026.050.871
SAEPooling method=Mean, Layer=122026.060.82
SAEPooling method=Max, Layer=92026.060.82
TxGemma-27B2026.030.816
ECFP22026.060.81
MolFormerPooling method=Max, Layer=122026.060.81
LFM2-2.6B-MMAITraining Protocol=Multi-task RFT (MT), Reasoning Mode=no think2026.030.805
LFM2-2.6B-MMAITraining Protocol=Single-task RFT (ST), Reasoning Mode=no think2026.030.8
MolFormerPooling method=Mean, Layer=122026.060.8
LFM2-2.6B-MMAITraining Protocol=Multi-task RFT (MT), Reasoning Mode=think2026.030.792
ECFP42026.060.79
LFM2-2.6B-MMAITraining Protocol=Single-task RFT (ST), Reasoning Mode=think2026.030.782
PcDs2026.060.73
ECFP02026.060.7
LFM2-2.6BTraining=Base2026.030.522