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TabFact

Benchmarks

Task NameDataset NameSOTA ResultTrend
Table Fact VerificationTabFact (test)
Accuracy89.3
98
Fact VerificationTabFact
Accuracy92.1
73
Table Fact VerificationTABFACT small (test)
Accuracy0.921
57
Table Fact VerificationTABFACT complex (test)
Accuracy85.6
39
Table Fact VerificationTABFACT simple (test)
Accuracy96.7
39
Table Fact VerificationTabFact
Accuracy0.9168
36
Table-based Fact VerificationTabFact
Accuracy80.2
33
Table Fact VerificationTabFact (dev)
Accuracy85.1
28
Table-based Fact VerificationTabFact small 1.0 (test)
Accuracy93
26
Table Fact VerificationTABFACT (val)
Accuracy89.2
21
Table Fact VerificationTabFact small
Overall Accuracy85.77
18
Binary ClassificationTABFACT (test)
Accuracy81.6
18
Binary ClassificationTABFACT small (test)
Accuracy84.6
17
Binary ClassificationTABFACT complex (test)
Accuracy75.9
17
Binary ClassificationTABFACT simple (test)
Accuracy93.3
17
Table Fact VerificationTabFact full
Simple Accuracy90.09
16
Table Fact VerificationTabFact full (test)
Simple Accuracy90.09
16
Table Visual Question AnsweringTabFact (test)
Accuracy0.832
15
Table-based Fact VerificationTabFact simple 1.0 (test)
Accuracy93.6
12
Table-based Fact VerificationTabFact 1.0 (test)
Accuracy65.3
12
Table-based Fact VerificationTabFact 1.0 (val)
Accuracy66.1
12
Table ReasoningTabFact S
Accuracy88.93
10
Table-based Fact VerificationTabFact Small official (test)
Verification Accuracy92.1
10
Table-based Fact VerificationTabFact complex official (test)
Verification Accuracy76.7
10
Table-based Fact VerificationTabFact official (val)
Verification Accuracy82.7
9
Showing 25 of 34 rows