ResearchBenchmarksClassification on EGSFollow0.699ROC-AUCEureka0.656360.667430.67850.68957May 24, 2026Evaluation ResultsMethodMethodLinksROC-AUCEurekaLLM Backbone=gpt4oLLM Backbone=gpt4o2026.050.699TabPFN2026.050.694CAAFE2026.050.692EurekaLLM Backbone=32BLLM Backbone=32B2026.050.688EurekaLLM Backbone=grok2LLM Backbone=grok22026.050.686DFS2026.050.68EurekaLLM Backbone=QwenLLM Backbone=Qwen2026.050.679FeatLLM2026.050.675AutoFe2026.050.666OpenFe2026.050.658