| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Molecular Generation | SMolInstruct | RDK-FTS (%)70 | 14 | |
| Molecule Captioning | SMolInstruct (test) | BLEU-40.582 | 12 | |
| Molecule Generation | SMolInstruct (test) | EXACT51.9 | 11 | |
| Retrosynthesis | SMolInstruct | Exact Match37.7 | 11 | |
| Forward Synthesis | SMolInstruct | Exact Match62.9 | 11 | |
| Scientific Reasoning | SmolInstruct | Score63.54 | 9 | |
| Captioning | SMolInstruct | METEOR44.6 | 7 | |
| Property Prediction | SMolInstruct ClinTox | ClinTox Accuracy80.6 | 7 | |
| Property Prediction | SMolInstruct BBBP | BBBP Accuracy0.802 | 7 | |
| Property Prediction | SMolInstruct Lipo | Lipo RMSE1.22 | 7 | |
| Property Prediction | SMolInstruct ESOL | ESOL RMSE1.73 | 7 | |
| Name Conversion | SMolInstruct | I2S FTS Score90.7 | 7 | |
| Retrosynthesis | SMolInstruct | RDK-FTS (%)63.7 | 7 | |
| Small Molecule | SmolInstruct | Score74.8 | 5 |