Molecule Captioning
Molecular description generation entails the creation of a detailed textual depiction illuminating the structure, properties, biological activity, and applications of a molecule based on its molecular descriptors. It furnishes chemists and biologists with a swift conduit to essential molecular information, thus efficiently guiding their research and experiments.
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Mol-LLM (Mistral-Instruct-v0.2) | BLEU-2 | 73.2 | — | Unverified |
| 2 | Mol-LLM (LLaMA2-Chat) | BLEU-2 | 72.7 | — | Unverified |
| 3 | MolReFlect | BLEU-2 | 67.6 | — | Unverified |
| 4 | BioT5+ | BLEU-2 | 66.6 | — | Unverified |
| 5 | BioT5 | BLEU-2 | 63.5 | — | Unverified |
| 6 | Text+Chem T5-augm-Base | BLEU-2 | 62.5 | — | Unverified |
| 7 | MolCA, Galac1.3B | BLEU-2 | 62 | — | Unverified |
| 8 | XMolCap | BLEU-2 | 62 | — | Unverified |
| 9 | MolCA, Galac125M | BLEU-2 | 61.6 | — | Unverified |
| 10 | Mol2Lang-VLM | BLEU-2 | 61.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Mol2Lang-VLM | BLEU-2 | 77.7 | — | Unverified |
| 2 | XMolCap | BLEU-2 | 77.4 | — | Unverified |
| 3 | MolT5-Large | BLEU-2 | 76.9 | — | Unverified |
| 4 | Nach0 | BLEU-2 | 73.81 | — | Unverified |
| 5 | MolT5-Base | BLEU-2 | 73.8 | — | Unverified |
| 6 | MolT5-Small | BLEU-2 | 70.9 | — | Unverified |