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Benchmarks
System Identification of Chaotic Systems on Finance chaotic system
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99.6
R^2 (x_dot)
GESR
98.56
98.83
99.1
99.37
May 11, 2026
R^2 (x_dot)
R^2 (y_dot)
R^2 (z_dot)
R^2 (total_dot)
R^2 (roll, 50)
Updated 22d ago
Evaluation Results
Method
Method
Links
R^2 (x_dot)
R^2 (y_dot)
R^2 (z_dot)
R^2 (total_dot)
R^2 (roll, 50)
GESR
d (system dimension)=3...
2026.05
99.6
99.7
99.3
99.5
73.5
PySR
d (system dimension)=3...
2026.05
99.3
99.4
99.2
99.3
65.4
SNIP
d (system dimension)=3...
2026.05
99
99.1
98.9
99
54.2
NGGP
d (system dimension)=3...
2026.05
98.9
99
98.8
98.9
57.1
GPlearn
d (system dimension)=3...
2026.05
98.6
98.7
98.6
98.6
45.1
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