ADMET Properties Prediction on TDC DILI
95.6AUROCTDC SOTA
Evaluation Results
| Method | Links | |
|---|---|---|
| TDC SOTA2026.03 | 95.6 | |
| LFM2-2.6B-MMAITraining Protocol=Multi-task RFT (MT), Reasoning Mode=no think2026.03 | 95 | |
| LFM2-2.6B-MMAITraining Protocol=Single-task RFT (ST), Reasoning Mode=no think2026.03 | 94.7 | |
| LFM2-2.6B-MMAITraining Protocol=Multi-task RFT (MT), Reasoning Mode=think2026.03 | 94.1 | |
| LFM2-2.6B-MMAITraining Protocol=Single-task RFT (ST), Reasoning Mode=think2026.03 | 93.7 | |
| TxGemma-27B2026.03 | 88.6 | |
| LFM2-2.6BTraining=Base2026.03 | 61.2 | |
| SMILES-Mamba2024.08 | 0.928 | |
| GCN2024.08 | 0.859 | |
| NeuralFP2024.08 | 0.851 | |
| Morgan+MLP2024.08 | 0.832 | |
| SMILES+CNN2024.08 | 0.792 |