Molecule-to-Text Retrieval on PCDes (test)
90.3Accuracy (Paragraph, 64-way)LDMol
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LDMoln (number of iterations)=252024.05 | 90.3 | — | — | 62.2 | |
| LDMoln (number of iterations)=102024.05 | 90.2 | — | — | 60.7 | |
| MolCA2024.05 | 86.4 | — | — | — | |
| SciBERT2024.05 | 82.6 | — | — | 50.4 | |
| MoleculeSTM2024.05 | 81.4 | — | — | — | |
| MoMu-K2024.05 | 81.1 | — | — | 58.7 | |
| MoMu-S2024.05 | 80.6 | — | — | 58.6 | |
| KV-PLM2024.05 | 77.9 | — | — | 55.9 | |
| KV-PLM*2024.10 | — | 75.93 | 77.92 | — | |
| MoMu-K2024.10 | — | 82.82 | 83.32 | — | |
| Ours2024.10 | — | 87.62 | 88.6 | — | |
| Sci-BERT2024.10 | — | 60.67 | 62.57 | — |