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TabMWP dataset and benchmarks · SOTA2 Research

Research Datasets

TabMWP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Mathematical Reasoning

TabMWP

97.61Accuracy

210

Table Question Answering

TABMWP

94.97Accuracy

97

Question Answering

TabMWP

37.8EM

48

Table Mathematical Reasoning

TabMWP (test)

99.57Accuracy

35

Question Answering

TabMWP

88.04Accuracy

26

Question Answering

TabMWP (held-in)

92.6Accuracy

21

Question Answering

TabMWP (test)

98.78Accuracy (All)

21

Question Answering

TabMWP

70.6EM

20

Mathematical Reasoning

TabMWP

91.9Pass@1

18

Program-aided math reasoning

TabMWP

75.3Accuracy

8

Table-based Mathematical Reasoning

TABMWP

88.4Accuracy

7

Mathematical Reasoning

TABMWP

90Acc

6

Table structure recognition

TabMWP I (held-in)

81TEDS Score

3

Popular tasks

Question Answering Mathematical Reasoning Table Question Answering Table Structure Recognition Program-aided math reasoning

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