Dynamics Prediction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
35.49RMSE (×100)
6
May 13, 2026
0.322RMSE
6
May 13, 2026
28.57RMSE (×100)
6
May 13, 2026
0.251Lt+1
6
May 12, 2026
0Lt+1 Error
6
May 12, 2026
0Lt+1
6
May 12, 2026
1.18MSE (Acceleration)
6
Mar 6, 2026
1.25MSE (Acceleration)
6
Mar 6, 2026
1.41MSE (acceleration)
6
Mar 6, 2026
0.01MSE
5
Feb 26, 2026
0.015MSE
5
Feb 26, 2026
13.11Prediction Error (10^-2)
5
Feb 26, 2026
13.09Prediction Error
5
Feb 26, 2026
0.029Spatially-Averaged Temporal W1
4
Jul 7, 2026
0.133Spatially-Averaged Temporal W1
4
Jul 7, 2026
0.065Spatially-Averaged Temporal W1
4
Jul 7, 2026
0.03Spatially-Averaged Temporal W1
4
Jul 7, 2026
0.001Energy Error (0-150 steps)
4
Jun 30, 2026
0Error (0-150 steps) [m]
4
Jun 30, 2026
0Energy Error (Steps 0-150)
4
Jun 30, 2026
0.042MSE
4
Jun 16, 2026
7.737MAE
4
Mar 17, 2026
13.731MAE
4
Mar 17, 2026
16.35MAE
4
Mar 17, 2026
0.19SMAPE (Minerals)
4
Feb 26, 2026