Equation Discovery
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
12.013MSE
36
Jun 2, 2026
0.08MSE
36
Jun 2, 2026
0MSE
36
Jun 2, 2026
0.098Prediction Error
12
Mar 11, 2026
80F1 (u)
9
May 13, 2026
85.7F1 (u)
9
May 13, 2026
0.754RMSE (0% Noise)
8
Feb 26, 2026
0.26RMSE (0% Noise)
8
Feb 26, 2026
1Mp
8
Feb 26, 2026
0.214Mp Error Metric
8
Feb 26, 2026
0MSE (True Data)
7
Apr 14, 2026
16Complexity (C)
6
Mar 11, 2026
7Complexity
4
Mar 11, 2026
1Mp
4
Feb 26, 2026
1Mp
4
Feb 26, 2026
10.5RMSE (0% Noise)
4
Feb 26, 2026
1Equation Discovery Score
3
Mar 11, 2026
0.008Prediction Error
3
Mar 11, 2026
45Symbolic Accuracy
3
Feb 26, 2026
75SA (%)
3
Feb 26, 2026
3.06MSE (on True)
2
Mar 25, 2026
1.43MSE (on True)
2
Mar 25, 2026
5.38MSE (True)
2
Mar 25, 2026
5.1Prediction Error (%)
2
Mar 11, 2026
0.014MSE (on True Values)
1
Mar 25, 2026