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ResearchFormerly WizWand

Symbolic Regression on RNA Polymerase (RNAPol) (test)

0.0072MSETransformer
-5,399.9924731,050.00557567,500.00362103,950.001665May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TransformerBaseline Category=black-box baselines, Seeds=252026.050.0072
RNNBaseline Category=black-box baselines, Seeds=252026.050.0073
XGBoostBaseline Category=black-box baselines, Seeds=252026.050.0076
IGSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.0111
ICLBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.0119
ZeroOptimBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.013
DyNODEBaseline Category=black-box baselines, Seeds=252026.050.0136
LaSRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.0172
GPLearnBaseline Category=white-box non-LLM baselines, Seeds=252026.050.0204
D3-w.b.Baseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.050.043
LLM-SRBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.051.44
ZeroShotBaseline Category=white-box LLM baselines, LLM Backbone=GPT-4o, Seeds=252026.05135,000