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Benchmarks
Dynamical System Identification on Complex Lorenz
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99.4
Derivative R2
AutoSINDy
96.072
96.936
97.8
98.664
May 10, 2026
Derivative R2
Simulation R2
Derivative MSE
Simulation MSE
Completeness
Recovery
Updated 22d ago
Evaluation Results
Method
Method
Links
Derivative R2
Simulation R2
Derivative MSE
Simulation MSE
Completeness
Recovery
AutoSINDy
2026.05
99.4
-0.388
34.905
68.455
17
90
Standard SINDy
2026.05
99.4
-0.357
34.644
69.153
35.5
93.3
Standard PySR
2026.05
96.2
-1.982
210.237
163.04
9
3.3
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