Molecular Property Prediction on QM9 subset (test)
9.01Polarizability (Bohr^3)Naive (U-bound)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Naive (U-bound)description=Baselines with shuffled property labels2022.03 | 9.01 | 1,470 | 645 | 1,457 | 1.616 | 6.857 | |
| #Atomsdescription=Predicting properties using only the number of atoms2022.03 | 3.86 | 866 | 426 | 813 | 1.053 | 1.971 | |
| EDMmode=Conditional2022.03 | 2.76 | 655 | 356 | 584 | 1.111 | 1.101 | |
| QM9 (L-bound)description=Lower bound loss of property classifier network on true data2022.03 | 0.1 | 64 | 39 | 36 | 0.043 | 0.04 |