Controllable Molecular Generation on Molecular and Polymer properties 9 properties aggregation (test)
1Average RankCoMole
Evaluation results
| Method | Links | |
|---|---|---|
| CoMoleOracle Evaluator=Random Forest2026.05 | 1 | |
| CoMoleOracle Evaluator=Support Vector Machine2026.05 | 1 | |
| CoMoleOracle Evaluator=GRIN2026.05 | 1 | |
| Graph DiTOracle Evaluator=Random Forest2026.05 | 2 | |
| GDPOOracle Evaluator=GRIN2026.05 | 2 | |
| FREEDOracle Evaluator=Support Vector Machine2026.05 | 2 | |
| Graph DiTOracle Evaluator=GRIN2026.05 | 3 | |
| GDPOOracle Evaluator=Random Forest2026.05 | 3 | |
| GDPOOracle Evaluator=Support Vector Machine2026.05 | 3 | |
| Graph DiTOracle Evaluator=Support Vector Machine2026.05 | 4 | |
| DiGress v2Oracle Evaluator=Random Forest2026.05 | 4 | |
| DeFoGOracle Evaluator=GRIN2026.05 | 4 | |
| DiGress v2Oracle Evaluator=GRIN2026.05 | 5 | |
| FREEDOracle Evaluator=Random Forest2026.05 | 5 | |
| LSTM-HCOracle Evaluator=Support Vector Machine2026.05 | 5 | |
| FREEDOracle Evaluator=GRIN2026.05 | 6 | |
| DiGressOracle Evaluator=Random Forest2026.05 | 6 | |
| JTVAE-BOOracle Evaluator=Support Vector Machine2026.05 | 6 | |
| DiGressOracle Evaluator=Support Vector Machine2026.05 | 7 | |
| DiGressOracle Evaluator=GRIN2026.05 | 7 | |
| LSTM-HCOracle Evaluator=Random Forest2026.05 | 7 | |
| DiGress v2Oracle Evaluator=Support Vector Machine2026.05 | 8 | |
| LSTM-HCOracle Evaluator=GRIN2026.05 | 8 | |
| MARSOracle Evaluator=Random Forest2026.05 | 8 | |
| DeFoGOracle Evaluator=Random Forest2026.05 | 9 | |
| DeFoGOracle Evaluator=Support Vector Machine2026.05 | 9 | |
| JTVAE-BOOracle Evaluator=GRIN2026.05 | 9 |