ADMET Properties Prediction on TDC AMES
0.878AUROCDRUGSAGE
Evaluation Results
| Method | Links | |
|---|---|---|
| DRUGSAGESearch Budget (B)=20, Test-time search=true2026.05 | 0.878 | |
| FARMType=Binary, Unit=%2024.10 | 0.875 | |
| TDC SOTA2026.03 | 0.871 | |
| SOTAType=Binary, Unit=%2024.10 | 0.871 | |
| DRUGSAGE-ZEROSearch Budget (B)=0, Test-time search=false2026.05 | 0.871 | |
| TDC Leaderboard Best2026.05 | 0.871 | |
| SAEPooling method=Mean, Layer=122026.06 | 0.82 | |
| SAEPooling method=Max, Layer=92026.06 | 0.82 | |
| TxGemma-27B2026.03 | 0.816 | |
| ECFP22026.06 | 0.81 | |
| MolFormerPooling method=Max, Layer=122026.06 | 0.81 | |
| LFM2-2.6B-MMAITraining Protocol=Multi-task RFT (MT), Reasoning Mode=no think2026.03 | 0.805 | |
| LFM2-2.6B-MMAITraining Protocol=Single-task RFT (ST), Reasoning Mode=no think2026.03 | 0.8 | |
| MolFormerPooling method=Mean, Layer=122026.06 | 0.8 | |
| LFM2-2.6B-MMAITraining Protocol=Multi-task RFT (MT), Reasoning Mode=think2026.03 | 0.792 | |
| ECFP42026.06 | 0.79 | |
| LFM2-2.6B-MMAITraining Protocol=Single-task RFT (ST), Reasoning Mode=think2026.03 | 0.782 | |
| PcDs2026.06 | 0.73 | |
| ECFP02026.06 | 0.7 | |
| LFM2-2.6BTraining=Base2026.03 | 0.522 |