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Papers Benchmarks Datasets Tasks

TableBench dataset and benchmarks · SOTA2 Research

Research Datasets

TableBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Table Question Answering

TableBench 1.0 (test)

48.46Accuracy

136

TableBench (test)

85.42Accuracy

136

Complex Tabular Reasoning

TableBench

68.8TB-DA

45

Table Question Answering

TableBench

62EM

40

Table Reasoning

TABLEBENCH

63.48Accuracy

39

Table Reasoning

TableBench

44.54DP

31

Table Reasoning

TableBench

72.52Pass@1

21

Table Understanding

TableBench

88.54Fact Score

18

Table Reasoning

TableBench (test)

30Accuracy

13

Numerical Reasoning

TableBench (test)

64.48Accuracy

13

Table Chain of Thought Reasoning

TableBench

54.28Rge

13

Symbolic Chain of Thought Reasoning

TableBench

1.99Rge

13

Program of Thought Reasoning

TableBench

51.96Rge Score

13

Data Processing

TableBench

52.18Rge

13

TableBench (test)

26.63Accuracy

10

Table Question Answering

TableBench (test)

0.489Overall Accuracy

10

TableBench

32LLM Judge Accuracy

9

Agentic Task Solving

TableBench

43Pass@3

9

String Extraction

TableBench

31.6Exact Match

9

TableBench

33.6Quality Score

4

Question Answering

TableBench (test)

77.48Accuracy

1

Popular tasks

Table Reasoning Table Question Answering Question Answering Table Understanding Fact Checking

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