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ResearchFormerly WizWand

TabFact

Benchmarks

TaskDatasetSOTA resultTrendResults

Table-based Fact Verification

TabFact Small official (test)

92.1Verification Accuracy

10

Table-based Fact Verification

TabFact complex official (test)

76.7Verification Accuracy

10

Table-based Fact Verification

TabFact official (val)

82.7Verification Accuracy

9

Binary Classification

TABFACT (dev)

0.82Accuracy

9

Faithfulness Evaluation

TabFact

0.04FID

8

Table Question Answering

TabFact small (test)

75.9Exact Match

8

Table Visual Question Answering

TabFact

0.645Accuracy

8

TabFact small (test)

90.4Accuracy

8

Table-based Fact Verification

TabFact small set 3 (test)

93.1Accuracy

7

Natural Language Inference

TabFact (test)

77.1Accuracy

6

Table Reasoning

TabFact C

82.7Accuracy

5

Table Natural Language Inference

TabFact

78.9Accuracy

4

Table structure recognition

TabFact I (held-in)

93TEDS Score

3

Table Fact-Checking

TabFact subsample (500) (test)

88.5Accuracy

3