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Table-based Fact Verification on TabFact

81.37Accuracy

CFMS

Updated 5d ago

Evaluation Results

Method	Links
CFMS 2026.04		81.37
Chain-of-Table 2024.06		80.2
Chain-of-Table 2026.04		80.2
BINDER 2024.06		79.17
Binder 2026.04		79.17
DATER 2024.06		78.01
Dater 2026.04		78.01
TableCoT-chatgpt 2024.06		73.1
ReAcTable 2024.06		73.1
Few-Shot QA 2026.04		71.54
End-to-End QA 2026.04		70.45
NormTabTargeted + SQL 2024.06		68.9
CFMS 2026.04		68.53
Chain-of-Table 2026.04		67.24
NormTabBasic + SQL 2024.06		67.1
Chain-of-Thought 2026.04		65.37
Dater 2026.04		65.12
Text-to-SQL 2024.06		64.71
Text-to-SQL 2026.04		64.71
Text-to-SQL 2026.04		64.03
Binder 2026.04		62.76
Text-to-SQL 2024.06		62.32
Few-Shot QA 2026.04		62.01
Chain-of-Thought 2026.04		60.52
TableDreamer 2025.06		57.65
TableGPT2 2025.06		54.87
TableDreamer 2025.06		49.98
Llama3.1-8B-Instruct 2025.06		48.94
InternLM2.5-7B-Chat 2025.06		47.33
Yi-1.5-9B-Chat 2025.06		46.22
Evol-Instruct 2025.06		45.61
Self-Instruct 2025.06		45.07
End-to-End QA 2026.04		44.86
Magpie 2025.06		43.83
Phi3.5-mini-3.8B 2025.06		43.37
Mistral-7B-Instruct-v0.3 2025.06		42.68
MiniCPM3-4B 2025.06		42.33
Dynasour 2025.06		41.01
GenQA 2025.06		39.38
DeepSeek-V2-Lite-16B-Chat 2025.06		37.11
TableLLM-syn-data 2025.06		29.24
TableLLM 2025.06		27.55
TableGPT-syn-data 2025.06		25.29
UCTR 2025.06		20.35
Baichuan2-7B-Chat 2025.06		19.83
TableBenchLLM 2025.06		17.33
GLM4-9B-Chat 2025.06		11.16
ReasTap 2025.06		5.7
OmniTab 2025.06		3.14