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Table Question Answering on WikiTQ

91.84Accuracy

GPT-5-nano

Updated 3d ago

Evaluation Results

Method	Links
GPT-5-nano 2026.01		91.84
GPT-5-nano 2026.01		89.8
GPT-oss-20b 2026.01		85.71
GPT-oss-20b 2026.01		85.71
GPT-4.1-nano 2026.01		81.63
DeepSeek-R1 2025.11		75.76
GPT-4.1-nano 2026.01		71.43
Specialist SOTA 2025.11		69.1
GPT-4 2025.11		68.4
GPT-4.1 2025.11		68.14
Ministral-3-8B 2026.01		67.35
CHAIN-OF-TABLE 2024.01		67.31
Ministral-3-8B 2026.01		63.27
Dater 2024.01		61.48
End-to-End QA 2024.01		60.59
Chain-of-Thought 2024.01		60.43
Few-Shot QA 2024.01		60.33
CHAIN-OF-TABLE 2024.01		59.94
QWEN3-8B 2026.01		58.16
Liu et al. (2021) 2022.01		57.5
QWEN3-8B 2026.01		57.14
TAMO 2025.11		56.93
Binder 2024.01		56.74
QWEN3-8B 2026.01		55.61
QWEN3-8B 2026.01		55.1
Binder 2024.01		54.88
Prompt tuning 2025.11		53.71
Chain-of-Thought 2024.01		53.48
GPT-3.5 2025.11		53.13
QWEN3-8B 2026.01		53.06
Text-to-SQL 2024.01		52.9
Dater 2024.01		52.81
Few-Shot QA 2024.01		52.56
Text-to-SQL 2024.01		52.42
End-to-End QA 2024.01		51.84
T5-3B 2022.01		49.29
QWEN3-8B 2026.01		48.98
QWEN3-8B 2026.01		46.94
QWEN3-8B 2026.01		46.94
TAMO+ 2025.11		45.81
QWEN3-8B 2026.01		44.9
QWEN3-8B 2026.01		44.9
Wang et al. (2019) 2022.01		44.5
TAMO+ 2025.11		43.53
SFT 2025.11		43.28
T5-large 2022.01		43.22
QWEN3-8B 2026.01		42.86
CHAIN-OF-TABLE 2024.01		42.61
Dater 2024.01		41.44
LoRA 2025.11		37.13
TAMO 2025.11		37.06
Text-to-SQL 2024.01		36.14
Chain-of-Thought 2024.01		36.05
T5-base 2022.01		35.76
QWEN3-8B 2026.01		35.71
Few-Shot QA 2024.01		35.52
QWEN3-8B 2026.01		34.69
QWEN3-8B 2026.01		32.65
QWEN3-8B 2026.01		32.65
TableLlama 2025.11		31.22
Binder 2024.01		30.92
Prompt tuning 2025.11		29.86
End-to-End QA 2024.01		23.9
Llama 3.1 8B 2025.11		23.8
Zero-shot 2025.11		14.5