Description to SMILES on Text2Mol (test)
0.853BLEUText+Chem T5-augm
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Text+Chem T5-augmSize=base2023.01 | 0.853 | 0.322 | 16.87 | 0.901 | 0.816 | 0.757 | 0.05 | 94.3 | |
| Text+Chem T5-augmSize=small2023.01 | 0.815 | 0.191 | 21.78 | 0.864 | 0.744 | 0.672 | 0.06 | 95.1 | |
| MolT5Size=base2023.01 | 0.769 | 0.081 | 24.49 | 0.721 | 0.588 | 0.529 | 0.218 | 77.2 | |
| T5Size=base, fine-tuned=true2023.01 | 0.762 | 0.069 | 24.95 | 0.731 | 0.605 | 0.545 | 2.48 | 66 | |
| MolT5Size=small2023.01 | 0.755 | 0.079 | 25.99 | 0.703 | 0.568 | 0.517 | 2.49 | 72.1 | |
| Text+Chem T5Size=base2023.01 | 0.75 | 0.212 | 27.39 | 0.874 | 0.767 | 0.697 | 0.061 | 79.2 | |
| T5Size=small, fine-tuned=true2023.01 | 0.741 | 0.064 | 27.7 | 0.704 | 0.578 | 0.525 | 2.89 | 60.8 | |
| Text+Chem T5Size=small2023.01 | 0.739 | 0.157 | 28.54 | 0.859 | 0.736 | 0.66 | 0.066 | 77.6 | |
| Transformer2023.01 | 0.499 | 0 | 57.66 | 0.48 | 0.32 | 0.217 | 11.32 | 90.6 |