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Benchmarks
Symbolic Regression on Oscillation LLM-SR Suite 2
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99.99
Acc_avg-0.001 (%)
PiT-PO
-3.9476
23.0362
50.02
77.0038
Feb 11, 2026
Acc_avg-0.001 (%)
NMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Acc_avg-0.001 (%)
NMSE
PiT-PO
Backbone=Llama-3.1-8B
2026.02
99.99
0
LLM-SR
Backbone=Mixtral 8x7B
2026.02
99.98
0
LLM-SR
Backbone=4o-mini
2026.02
99.97
0
PiT-PO
Backbone=Llama-3.2-3B
2026.02
99.97
0
PiT-PO
Backbone=Llama-3.2-1B
2026.02
99.97
0
LLM-SR
Backbone=Llama-3.1-8B
2026.02
99.96
0
LLM-SR
Backbone=Llama-3.2-3B
2026.02
66.34
0
LLM-SR
Backbone=Llama-3.2-1B
2026.02
7.81
0.0002
PySR
2026.02
7.02
0.0002
RAG-SR
2026.02
0.43
0.0282
uDSR
2026.02
0.36
0.0856
GPlern
2026.02
0.05
0.2
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