SRBench
Benchmarks
TaskDatasetSOTA resultTrendResults
SRBench black-box (test)
0.842R^2
71
SRBench Strogatz (test)
0.995Mean Test R^2
59
SRBench Feynman (test)
99.7Mean Test R^2
57
SRBench 116 regression problems (test)
78Wins
55
SRBench known solutions 10% noise
29.25Symbolic Solution Rate
18
SRBench known solutions 1% noise
33.57Symbolic Solution Rate
18
SRBench known solutions 0.1% noise
34.27Symbolic Solution Rate
18
SRBench known solutions 0.0% noise
61.84Solution Rate
18
SRBench Black-box
0.945R^2
16
SRBench Feynman
0.995R^2 Score
16
SRbench
88.53Registration Accuracy
11
SRBench Strogatz
0.992R2 Score
11