ADMET Properties Prediction on TDC Half Life Obach
0.576Spearman CorrelationTDC SOTA
Evaluation Results
| Method | Links | |
|---|---|---|
| TDC SOTA2026.03 | 0.576 | |
| TxGemma-27B2026.03 | 0.458 | |
| LFM2-2.6B-MMAITraining Protocol=Multi-task RFT (MT), Reasoning Mode=no think2026.03 | 0.418 | |
| LFM2-2.6B-MMAITraining Protocol=Single-task RFT (ST), Reasoning Mode=no think2026.03 | 0.402 | |
| LFM2-2.6B-MMAITraining Protocol=Single-task RFT (ST), Reasoning Mode=think2026.03 | 0.381 | |
| LFM2-2.6B-MMAITraining Protocol=Multi-task RFT (MT), Reasoning Mode=think2026.03 | 0.38 | |
| Morgan+MLP2024.08 | 0.329 | |
| SMILES-Mamba2024.08 | 0.247 | |
| GCN2024.08 | 0.239 | |
| NeuralFP2024.08 | 0.177 | |
| SMILES+CNN2024.08 | 0.038 | |
| LFM2-2.6BTraining=Base2026.03 | -0.023 |