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ResearchFormerly WizWand

Symbolic Regression on Lung Cancer with Chemo (LC-C) (test)

0.0013MSEIGSR
-198.7986481,143.1010012,485.000653,826.900299May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
IGSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.0013
RNNBaseline Category=black-box baselines, Seeds=252026.050.0069
PySRBaseline Category=white-box non-LLM baselines, Seeds=252026.050.12
XGBoostBaseline Category=black-box baselines, Seeds=252026.050.155
TransformerBaseline Category=black-box baselines, Seeds=252026.050.179
ICSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.688
SINDyBaseline Category=white-box non-LLM baselines, Seeds=252026.050.838
LaSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.051.71
ICLBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.0521.2
LLM-SRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.0542.2
D3-w.b.Baseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.0545
GPLearnBaseline Category=white-box non-LLM baselines, Seeds=252026.0546.8
ZeroOptimBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.0586.2
DyNODEBaseline Category=black-box baselines, Seeds=252026.05355
ZeroShotBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.054,970