| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Molecule-Text Retrieval | PCdes | R@162.1 | 12 | |
| Text-Molecule Retrieval | PCdes | R@164.8 | 12 | |
| Molecule-to-Text Retrieval | PCDes (test) | Accuracy (Paragraph, 64-way)90.3 | 8 | |
| Text-to-Molecule Retrieval | PCDes | Recall@2082.3 | 7 | |
| Molecule-to-Text Retrieval | PCDes | Recall@2085.6 | 7 | |
| Text-to-molecule generation | PCDes (test) | Validity100 | 4 | |
| Text-to-Molecule Retrieval | PCdes paragraph-level (test) | Accuracy87.73 | 4 | |
| Text-to-Molecule Retrieval | PCdes sentence-level (test) | Accuracy63.38 | 4 | |
| Molecule-to-Text Retrieval | PCdes sentence-level (test) | Accuracy64.09 | 4 | |
| Text-to-Molecule Retrieval | PCDes (test) | Recall@20- | 0 |