Dynamics Modeling
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.027RMSE
49
Feb 26, 2026
0Theta Error
9
Jun 5, 2026
0Generalization Error (rho)
9
Jun 5, 2026
0.124Relative L2 Error
7
Feb 26, 2026
0.105Relative L2 Error
7
Feb 26, 2026
0.006MAE
6
Feb 26, 2026
23.68PSNR
4
Feb 26, 2026
23.9PSNR
4
Feb 26, 2026
1,031,103.2MSE
4
Feb 26, 2026
0.019MAE
3
Feb 26, 2026
0.002MAE
3
Feb 26, 2026
0.222MAE
3
Feb 26, 2026
0.007MAE
3
Feb 26, 2026
2.13Log Likelihood
3
Feb 26, 2026
-0.57Log Likelihood
3
Feb 26, 2026
1.96Log Likelihood
3
Feb 26, 2026
18.4MSE
2
Feb 26, 2026
17.8MSE
2
Feb 26, 2026
17.3MSE
2
Feb 26, 2026
0.64Log Likelihood
2
Feb 26, 2026
6,031.36MSE
2
Feb 26, 2026
2,596.05MSE
1
Feb 26, 2026
62,545,026MSE
1
Feb 26, 2026
—
—Primary metric
0
May 8, 2026
—
—Primary metric
0
Feb 26, 2026