Energy Prediction on OMol25 val-derived (test)
42.2MAEhomoskedastic regression
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| homoskedastic regressionModel=AllScAIP, Variance Estimator Type=homoskedastic2026.03 | 42.2 | -0.354 | 18.6 | |
| post-hoc linear variance predictorModel=AllScAIP, Variance Estimator Type=all latent representations2026.03 | 42.2 | -1.59 | 2.5 | |
| post-hoc variance ensembleModel=AllScAIP, Variance Estimator Type=ensemble2026.03 | 42.2 | -1.94 | 5.3 | |
| homoskedastic regressionModel=UMA, Variance Estimator Type=homoskedastic2026.03 | 60.7 | 0.29 | 20.9 | |
| post-hoc linear variance predictorModel=UMA, Variance Estimator Type=all latent representations2026.03 | 60.7 | 2.07 | 10.5 | |
| post-hoc variance ensembleModel=UMA, Variance Estimator Type=ensemble2026.03 | 60.7 | -1.36 | 13.3 |