ResearchBenchmarksTabular Classification on Tabular Classification Benchmarks All-shotTabular Classification on Tabular Classification Benchmarks All-shotFollow84.6AccuracyBoostLLM67.9672.2876.680.92May 7, 2026Evaluation resultsMethodMethodLinksAccuracyBoostLLMLLM Used=Qwen3-4BLLM Used=Qwen3-4B2026.0584.6DeLTaLLM Used=GPT-4oLLM Used=GPT-4o2026.0581.6TabLLMLLM Used=T0LLM Used=T02026.0578.1TP-BERTaLLM Used=RoBERTaLLM Used=RoBERTa2026.0577.2LIFTLLM Used=GPT-3.5LLM Used=GPT-3.52026.0570.3FeatLLMLLM Used=GPT-4oLLM Used=GPT-4o2026.0568.6