LLM-SRBENCH
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Symbolic Regression | LLM-SRBench (phys_osc) | Best Reward8.9985 | 16 | |
| Symbolic Regression | LLM-SRBench matsci | Best Reward8.25 | 16 | |
| Symbolic Regression | LLM-SRBench chem_react | Best Reward9 | 16 | |
| Symbolic Regression | LLM-SRBench bio_pop_growth | Best Reward8.9725 | 16 | |
| Symbolic Regression | LLM-SRBench Symbolic | Term Recall34.4 | 14 | |
| Symbolic Regression | LLM-SRBench OOD (test) | NMSE0.325 | 14 | |
| Symbolic Regression | LLM-SRBench ID (test) | NMSE0.4 | 14 | |
| Symbolic Regression | LLM-SRBENCH LSR-Transform | NMSE0.067 | 13 | |
| Symbolic Regression | LLM-SRBENCH LSR-Syn | Chemistry Error0 | 9 |
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