📊 Showing 4 results | 📏 Metric: Energy MAE
| Rank | Model | Paper | Energy MAE | Date | Code |
|---|---|---|---|---|---|
| 1 | Noisy Nodes | Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond | 0.47 | 2021-06-15 | 📦 Namkyeong/NoisyNodes_Pytorch |
| 2 | SpinConv | Rotation Invariant Graph Neural Networks using Spin Convolutions | 0.44 | 2021-06-17 | 📦 Open-Catalyst-Project/ocp |
| 3 | GemNet-XL | Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations | 0.37 | 2022-03-18 | 📦 intellabs/matsciml |
| 4 | GemNet-OC | GemNet-OC: Developing Graph Neural Networks for Large and Diverse Molecular Simulation Datasets | 0.35 | 2022-04-06 | - |