| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Molecule Captioning | ChEBI-20 (test) | BLEU-40.591 | 107 | |
| Text-guided molecule generation | ChEBI-20 (test) | MACCS FTS Similarity100 | 48 | |
| Description-guided molecule design | ChEBI-20 2022 (test) | Exact Match Accuracy52.2 | 26 | |
| Text-based de novo Molecule Generation | ChEBI-20 (test) | BLEU78.32 | 16 | |
| Molecule Generation | ChEBI-20 (test) | Exact Match55.7 | 14 | |
| Text-based de novo molecule generation | ChEBI-20 | BLEU86.1 | 14 | |
| Molecule Retrieval | ChEBI-20 (test) | Hits@10.51 | 12 | |
| molecule-text retrieval | ChEBI-20 | Hits@162 | 7 |