Text-Molecule Retrieval on PCdes
64.8R@1ORMA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ORMAEvaluation Protocol=From-scratch2024.11 | 64.8 | 82.3 | 86.3 | 0.727 | |
| Atomas-largeEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 49.1 | 68.3 | 73.2 | 0.578 | |
| Atomas-baseEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 39.1 | 59.7 | 66.6 | 0.473 | |
| MoleculeSTMEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 35.8 | — | — | — | |
| MolCAEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 35.1 | 62.1 | 69.8 | 0.473 | |
| MolFMEvaluation Protocol=Pretrained Model + Finetuning2024.11 | 29.8 | 50.5 | 58.6 | 0.396 | |
| MoMuEvaluation Protocol=Pretrained Model + Finetuning2024.11 | 24.5 | 45.4 | 53.8 | 0.343 | |
| KV-PLM*Evaluation Protocol=Pretrained Model + Finetuning2024.11 | 20.6 | 37.9 | 45.7 | 0.292 | |
| KV-PLMEvaluation Protocol=Pretrained Model + Finetuning2024.11 | 18.4 | 37.2 | 45.4 | 0.274 | |
| SciBERTEvaluation Protocol=Pretrained Model + Finetuning2024.11 | 16.3 | 33.9 | 42.6 | 0.25 | |
| MolFMEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 16.1 | 30.7 | 39.5 | 0.236 | |
| MoMuEvaluation Protocol=Pretrained Model + Zero-shot2024.11 | 4.9 | 14.5 | 20.7 | 0.103 |