| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Grammar-Constrained Decoding | SMILES | Relative Inference Time92.22 | 40 | |
| Functional Correctness | SMILES | U Success Rate4.2 | 20 | |
| Syntactic Correctness | SMILES | Syntactic Correctness100 | 4 | |
| SMILES generation | SMILES (val) | Accuracy99.8 | 4 | |
| Molecular Generation | SMILES benzene ring c1ccccc1 | Validity64.4 | 2 |