| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Energy and Force Prediction | PMechDB | Energy AUC493 | 7 | |
| Active Learning for Machine Learning Interatomic Potentials | PMechDB (active learning rounds) | E RMSE-23.5 | 3 | |
| Elementary step prediction | PMechDB 17 (split-0) | Top-1 Acc0.8086 | 1 |