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ResearchFormerly WizWand

Classification on conversion (val)

93.9AUROCHuman-LLM Collaborative Feature Engineering Framework
90.46891.35992.2593.141Jan 28, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Human-LLM Collaborative Feature Engineering FrameworkDownstream Model=XGBoost, LLM Backbone=GPT-4o, Human Involvement=Active2026.0193.9
Human-LLM Collaborative Feature Engineering FrameworkDownstream Model=XGBoost, LLM Backbone=GPT-4o, Human Involvement=Absent2026.0193.5
Human-LLM Collaborative Feature Engineering FrameworkDownstream Model=MLP, LLM Backbone=GPT-4o, Human Involvement=Active2026.0192.9
Human-LLM Collaborative Feature Engineering FrameworkDownstream Model=MLP, LLM Backbone=GPT-4o, Human Involvement=Absent2026.0192.6
OCTreeDownstream Model=XGBoost, LLM Backbone=GPT-4o2026.0192.4
CAAFEDownstream Model=XGBoost, LLM Backbone=GPT-4o2026.0192.1
AutoGluonDownstream Model=XGBoost2026.0191.9
OpenFEDownstream Model=XGBoost2026.0191.2
OCTreeDownstream Model=MLP, LLM Backbone=GPT-4o2026.0191.1
CAAFEDownstream Model=MLP, LLM Backbone=GPT-4o2026.0190.9
OpenFEDownstream Model=MLP2026.0190.7
AutoGluonDownstream Model=MLP2026.0190.6