SMILES to Caption on mol2text
0.625BLEU-2Text+Chem T5-augm
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Text+Chem T5-augmSize=base2023.01 | 0.625 | 0.542 | 0.682 | 0.543 | 0.622 | 0.648 | |
| Text+Chem T5Size=base2023.01 | 0.58 | 0.49 | 0.647 | 0.498 | 0.586 | 0.604 | |
| Text+Chem T5-augmSize=small2023.01 | 0.56 | 0.47 | 0.638 | 0.488 | 0.58 | 0.588 | |
| Text+Chem T5Size=small2023.01 | 0.553 | 0.462 | 0.633 | 0.481 | 0.574 | 0.583 | |
| MolT5Size=base2023.01 | 0.54 | 0.457 | 0.634 | 0.485 | 0.578 | 0.569 | |
| MolT5Size=small2023.01 | 0.519 | 0.436 | 0.62 | 0.469 | 0.563 | 0.551 | |
| T5 (fine-tuned)Size=base2023.01 | 0.511 | 0.424 | 0.607 | 0.451 | 0.55 | 0.539 | |
| T5 (fine-tuned)Size=small2023.01 | 0.501 | 0.415 | 0.602 | 0.446 | 0.545 | 0.532 | |
| Transformer2023.01 | 0.061 | 0.027 | 0.188 | 0.0597 | 0.165 | 0.126 |