Initial Structure to Relaxed Energy (IS2RE) on OC20

Metric: Energy MAE (lower is better)

LeaderboardDataset

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#	Model↕	Energy MAE▲	Extra Data	Paper	Date↕	Code
1	GemNet-OC	0.348	No	GemNet-OC: Developing Graph Neural Networks for ...	2022-04-06	-
2	GemNet-XL	0.3712	No	Towards Training Billion Parameter Graph Neural ...	2022-03-18	Code
3	SpinConv	0.436675	No	Rotation Invariant Graph Neural Networks using S...	2021-06-17	Code
4	Noisy Nodes	0.47225	No	Simple GNN Regularisation for 3D Molecular Prope...	2021-06-15	Code

#1GemNet-OCSOTA
0.348
Energy MAE· 2022-04-06
GemNet-OC: Developing Graph Neural Networks for Large and Diverse Molecular Simulation Datasets
#2GemNet-XLSOTA
0.3712
Energy MAE· 2022-03-18
Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations Code
#3SpinConvSOTA
0.436675
Energy MAE· 2021-06-17
Rotation Invariant Graph Neural Networks using Spin Convolutions Code
#4Noisy NodesSOTA
0.47225
Energy MAE· 2021-06-15
Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond Code