Molecule-Text Retrieval on PCdes
62.1R@1ORMA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ORMAEvaluation Protocol=From-scratch2024.11 | 62.1 | 81.4 | 86.3 | 0.71 | |
| Atomas-largeEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 46.2 | 66 | 72.3 | 0.555 | |
| MoleculeSTMEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 39.5 | — | — | — | |
| MolCAEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 38 | 66.8 | 74.5 | 0.508 | |
| Atomas-baseEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 37.9 | 59.2 | 65.6 | 0.478 | |
| MolFMEvaluation Protocol=Pretrained Model + Finetuning2024.11 | 29.4 | 50.3 | 58.5 | 0.393 | |
| MoMuEvaluation Protocol=Pretrained Model + Finetuning2024.11 | 24.9 | 44.9 | 54.3 | 0.345 | |
| KV-PLM*Evaluation Protocol=Pretrained Model + Finetuning2024.11 | 19.3 | 37.3 | 45.3 | 0.281 | |
| KV-PLMEvaluation Protocol=Pretrained Model + Finetuning2024.11 | 16.6 | 35.9 | 44.8 | 0.26 | |
| SciBERTEvaluation Protocol=Pretrained Model + Finetuning2024.11 | 15 | 34.1 | 41.7 | 0.239 | |
| MolFMEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 13.9 | 28.7 | 36.2 | 0.214 | |
| MoMuEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 5.1 | 12.8 | 18.9 | 0.099 |