List your company

ResearchFormerly WizWand

HiTab

Benchmarks

TaskDatasetSOTA resultTrendResults

Table Question Answering

HiTab

94.1Accuracy

129

Table Question Answering

HiTab

84.41F1 Score

50

Tabular Question Answering

HiTab (val)

69.83Validation Reward (mean@4)

32

Table Question Answering

HiTab

64.71Accuracy

30

Question Answering

HiTab (held-in)

58.2Accuracy

21

Hierarchical Table Question Answering

HiTab

87.24Accuracy

19

Table Reasoning

HiTab

80.17Accuracy

18

Table Reasoning

HiTab

70.1Pass@1

16

Hierarchical Table Question Answering

HiTab (test)

76.08Accuracy (%)

15

Question Answering

HiTab (test)

63Accuracy

11

Text Generation

HiTab T2T

16.96BLEU

11

Question Answering

HiTab

70.5Accuracy

10

Table Question Answering

HiTab (test)

64Exact Match

8

General Tabular Reasoning

HiTab (test)

79.1Accuracy

6

Table Question Answering

HiTab Subset (test)

68.37EM

6

Table-to-text generation

HiTab (test)

16.3BLEU

6

Table Question Answering

HiTab (test)

47Execution Accuracy

5

Table Question Answering

HiTab (dev)

48.8Execution Accuracy

5

Table Question Answering

HiTab (dev)

63.51Accuracy

4

Tabular Question Answering

HiTab

67.1pass@1

3

Tabular Question Answering

HiTab

6.19Question Answering Latency (s)

3

Table structure recognition

HiTab I (held-in)

54TEDS Score

3