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Table Question Answering on WikiTQ (BLEU, ROUGE-L)

63.19BLEUGPT-5-nano (RE-TAB RG)
20.331631.458342.58553.7117Jan 30, 2026

Evaluation results

MethodLinks
GPT-5-nano (RE-TAB RG)Workflow=Tree-of-Table (Tools), ST Reward=Enabled, SR Reward=RG2026.0163.1970.63
GPT-4.1-nano (RE-TAB RG)Workflow=Chain-of-Table (Tools), ST Reward=Enabled, SR Reward=RG2026.0159.4463.83
QWEN3-8B (RE-TAB AS)Workflow=Chain-of-Table (Tools), ST Reward=Enabled, SR Reward=AS2026.013033.5
QWEN3-8B (RE-TAB RG)Workflow=Chain-of-Table (Tools), ST Reward=Enabled, SR Reward=RG2026.0127.7735.83
QWEN3-8B (RE-TAB AC)Workflow=Chain-of-Table (Tools), ST Reward=Enabled, SR Reward=AC2026.0121.9826.33