MATA: Multi-Agent Framework for Reliable and Flexible Table Question Answering

Benchmark Model Rank Results
table-question-answering-on-tablebenchClaude-3.7-Sonnet#6EM: 0.612F1: 0.655
table-question-answering-on-tablebenchGPT-4o#7EM: 0.556F1: 0.595
table-question-answering-on-tablebenchMATA (avg. across 10 backbones)#8EM: 0.451F1: 0.482
table-question-answering-on-tablebenchcogito-32b#9EM: 0.440F1: 0.483
table-question-answering-on-tablebenchqwen2.5-3b#10EM: 0.163F1: 0.195