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Table Question Answering on MMQA

86.08AccuracyGPT-5-nano
42.628853.909465.1976.4706Jan 30, 2026

Evaluation results

MethodLinks
GPT-5-nanoWorkflow=Tree-of-Table (Tools), ST Reward=true, SR Reward=RG (TABROUGE)2026.0186.08
GPT-oss-20bWorkflow=Chain-of-Table (Tools), ST Reward=true, SR Reward=RG (TABROUGE)2026.0183.54
GPT-5-nanoWorkflow=Chain-of-Table (Tools), ST Reward=true, SR Reward=RG (TABROUGE)2026.0183.54
GPT-oss-20bWorkflow=Tree-of-Table (Tools), ST Reward=true, SR Reward=RG (TABROUGE)2026.0179.75
GPT-4.1-nanoWorkflow=Tree-of-Table (Tools), ST Reward=true, SR Reward=RG (TABROUGE)2026.0173.42
GPT-4.1-nanoWorkflow=Chain-of-Table (Tools), ST Reward=true, SR Reward=RG (TABROUGE)2026.0167.09
Ministral-3-8BWorkflow=Tree-of-Table (Tools), ST Reward=true, SR Reward=RG (TABROUGE)2026.0156.96
Ministral-3-8BWorkflow=Chain-of-Table (Tools), ST Reward=true, SR Reward=RG (TABROUGE)2026.0149.37
QWEN3-8BWorkflow=Tree-of-Table (Tools), ST Reward=true, SR Reward=RG (TABROUGE)2026.0144.94
QWEN3-8BWorkflow=Chain-of-Table (Tools), ST Reward=true, SR Reward=RG (TABROUGE)2026.0144.3