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TAT-QA dataset and benchmarks · SOTA2 Research

Research Datasets

TAT-QA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Table Question Answering

TAT-QA

75.88Accuracy

45

Multi-hop Reasoning

TAT-QA

81F1 Score

21

Question Answering

TAT-QA (held-out)

59.33Accuracy

21

Table Question Answering

TAT-QA

77.78Execution Match (EM)

17

Table Question Answering

TAT-QA (test)

60.75Accuracy

15

Question Answering

TAT-QA

73.9Accuracy

12

Question Answering

TAT-QA

74.3EM

11

Financial Question Answering

TAT-QA (test)

74.96Execution Accuracy

9

Question Answering

TAT-QA

31.5HalRate

9

Question Answering

TAT-QA

75.7Accuracy

9

Question Answering

TAT-QA 1.0 (test)

84.1EM

6

Question Answering

TAT-QA 1.0 (dev)

55.2EM

5

Question Answering

TAT-QA (eval)

8.2Risk

4

Numerical Reasoning

TAT-QA (dev)

59.1Exact Match (EM)

4

Question Answering

TAT-QA (dev)

59.1EM

4

Table structure recognition

TAT-QA (held-out)

70TEDS Score

3

Popular tasks

Question Answering Table Question Answering Financial Question Answering Table Structure Recognition Numerical Reasoning

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