| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| De novo structural elucidation | MassSpecGym (test) | Top-1 Accuracy32 | 32 | |
| Molecular generation from mass spectra | MassSpecGym | Top-1 Accuracy23.89 | 22 | |
| De novo structural elucidation | MassSpecGym | Accuracy22 | 20 | |
| Molecule Retrieval | MassSpecGym Formula Split | Recall@161.3 | 16 | |
| Molecule Retrieval | MassSpecGym (MCES) | Recall@132.3 | 9 | |
| Molecule retrieval | MassSpecGym (test) | Recall@184.695 | 9 | |
| Molecular Generation from Mass Spectra | MassSpecGym (test) | Overall Valid100 | 8 | |
| Molecular Retrieval | MassSpecGym Mass Challenge 3 | Recall@169.95 | 7 | |
| Molecule Retrieval | MassSpecGym | Top-1 Accuracy10.5 | 7 | |
| MS-to-SMILES prediction | MassSpecGym (test) | Think Rate1 | 4 | |
| De novo molecule generation | MassSpecGym | Validity Rate1 | 4 |