Regression on MoleculeNet Freesolv
1.42RMSETRIDENT
Evaluation Results
| Method | Links | |
|---|---|---|
| TRIDENTvariant=M-M2025.06 | 1.42 | |
| Uni-Mol2025.06 | 1.48 | |
| MolT52025.06 | 1.55 | |
| MolXPT2025.06 | 1.6 | |
| BioT52025.06 | 1.63 | |
| MolFormer2025.06 | 1.67 | |
| ChemRL-GEMFine-tuned=true2022.11 | 1.877 | |
| SPMMPre-training=true, Fine-tuned=true2022.11 | 1.907 | |
| BioT5+2025.06 | 1.98 | |
| D-MPNNFine-tuned=true2022.11 | 2.082 | |
| GROVER_largeFine-tuned=true2022.11 | 2.272 | |
| MolFormerFine-tuned=true2022.11 | 2.342 | |
| N-GramRFFine-tuned=true2022.11 | 2.688 | |
| PretrainGNNFine-tuned=true2022.11 | 2.764 | |
| SPMM (w/o pre-train)Pre-training=false, Fine-tuned=true2022.11 | 3.018 | |
| N-GramXGBFine-tuned=true2022.11 | 5.061 |