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ResearchFormerly WizWand

Symbolic Regression on COVID-19 (C-19) (test)

0MSEIGSR
-5,360,00030,820,00067,000,000103,180,000May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
IGSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050
RNNBaseline Category=black-box baselines, Seeds=252026.050
XGBoostBaseline Category=black-box baselines, Seeds=252026.050
ICLBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050
ICSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050
ZeroOptimBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050
SINDyBaseline Category=white-box non-LLM baselines, Seeds=252026.050
TransformerBaseline Category=black-box baselines, Seeds=252026.050
PySRBaseline Category=white-box non-LLM baselines, Seeds=252026.050
LaSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050
D3-w.b.Baseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050
DyNODEBaseline Category=black-box baselines, Seeds=252026.050.0001
LLM-SRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.0005
GPLearnBaseline Category=white-box non-LLM baselines, Seeds=252026.050.0007
ZeroShotBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.05134,000,000