Molecular Property Prediction on OMol25 v1 (val-comp)
0.52Biomolecules Energy ErrorE2Former-V2
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| E2Former-V2Force Prediction Approach=Conservative2026.01 | 0.52 | 4.96 | 1.52 | 10.11 | 2.18 | 24.4 | 1.26 | 19.69 | 2.09 | 8.38 | |
| UMAModel Variant=small2026.01 | 0.53 | 5.69 | 2.69 | 11.65 | 4.63 | 37.85 | 1 | 13.15 | 3.62 | 12.02 | |
| eSENModel Variant=small, Force Prediction Approach=Conservative2026.01 | 0.59 | 4.61 | 1.01 | 8.08 | 2.3 | 28.86 | 0.84 | 11.11 | 1.27 | 8.25 | |
| eSENModel Variant=small, Force Prediction Approach=Direct2026.01 | 0.67 | 6.3 | 1.24 | 9.41 | 2.53 | 33.08 | 1.23 | 13.84 | 1.49 | 9.92 | |
| E2Former-V2Force Prediction Approach=Direct2026.01 | 0.7 | 6.3 | 1.58 | 10.12 | 2.62 | 26.46 | 1.29 | 20.71 | 1.24 | 9.55 | |
| MACE-OMOL2026.01 | 1.76 | 6.05 | 2.15 | 10.87 | 2.15 | 24.51 | 2.31 | 23.7 | 1.84 | 10.1 |