ADMET Properties Prediction on TDC Pgp Broccatelli (AUROC)
93.8AUROCTDC SOTA
Evaluation Results
| Method | Links | |
|---|---|---|
| TDC SOTA2026.03 | 93.8 | |
| TxGemma-27B2026.03 | 93.7 | |
| LFM2-2.6B-MMAITraining Protocol=Single-task RFT (ST), Reasoning Mode=no think2026.03 | 89.6 | |
| LFM2-2.6B-MMAITraining Protocol=Multi-task RFT (MT), Reasoning Mode=no think2026.03 | 88.7 | |
| LFM2-2.6B-MMAITraining Protocol=Single-task RFT (ST), Reasoning Mode=think2026.03 | 86.3 | |
| LFM2-2.6B-MMAITraining Protocol=Multi-task RFT (MT), Reasoning Mode=think2026.03 | 85.2 | |
| LFM2-2.6BTraining=Base2026.03 | 58.5 | |
| SAEPooling method=Max, Layer=122026.06 | 0.93 | |
| MolFormerPooling method=Mean, Layer=62026.06 | 0.92 | |
| MolFormerPooling method=Max, Layer=122026.06 | 0.92 | |
| SAEPooling method=Mean, Layer=12026.06 | 0.92 | |
| ECFP22026.06 | 0.91 | |
| ECFP42026.06 | 0.91 | |
| PcDs2026.06 | 0.91 | |
| ECFP02026.06 | 0.77 |