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Table Question Answering on TableBench (test)

0.4887Overall AccuracyLlama-3.1-405B-Instruct + TCoT
0.3668120.3984560.43010.461744May 18, 2026

Evaluation results

MethodLinks
Llama-3.1-405B-Instruct + TCoT# Params.=405B2026.050.4887
Qwen2.5-72B-Instruct + TCoT# Params.=72B2026.050.4879
Qwen3-8B + TGN# Params.=8B2026.050.4846
Llama-4-Scout-17B-16E-Instruct + TCoT# Params.=17B2026.050.4653
Qwen2.5-Coder-32B-Instruct + TCoT# Params.=32B2026.050.4551
QWQ-32B + DP# Params.=32B2026.050.4387
Llama3.1-70B-Instruct + TCoT# Params.=70B2026.050.4105
Llama3-70B-Chat + TCoT# Params.=70B2026.050.3868
DeepSeek-R1-Distill-Llama-8B + PIP# Params.=8B2026.050.3748
GPT-3.5-Turbo + PoT2026.050.3715