List your company
ResearchFormerly WizWand

Symbolic Regression on Warfarin PK (Warf) (test)

0.497MSEICSR
-211.483121,219.382692,650.24854,081.11431May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ICSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.497
IGSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.565
DyNODEBaseline Category=black-box baselines, Seeds=252026.050.593
RNNBaseline Category=black-box baselines, Seeds=252026.050.756
ICLBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.784
TransformerBaseline Category=black-box baselines, Seeds=252026.050.804
ZeroOptimBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.861
SINDyBaseline Category=white-box non-LLM baselines, Seeds=252026.050.914
D3-w.b.Baseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.051.15
LLM-SRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.051.24
XGBoostBaseline Category=black-box baselines, Seeds=252026.051.67
GPLearnBaseline Category=white-box non-LLM baselines, Seeds=252026.052.53
PySRBaseline Category=white-box non-LLM baselines, Seeds=252026.0529.9
LaSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.0530.1
ZeroShotBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.055,300