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Papers Benchmarks Datasets Tasks

Table-based Fact Verification research benchmarks · SOTA2 Research

Table-based Fact Verification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CRAFT w/ Chain-of-Table Extractor

96.7Accuracy

107

Jun 11, 2026

TabFact small 1.0 (test)

93Accuracy

26

Feb 26, 2026

TabFact simple 1.0 (test)

Salience-aware learning system

93.6Accuracy

12

Feb 26, 2026

TabFact 1.0 (test)

LPA-Ranking w/ Discriminator (Caption)

65.3Accuracy

12

Feb 26, 2026

TabFact 1.0 (val)

66.1Accuracy

12

Feb 26, 2026

TabFact Small official (test)

Human Performance

92.1Verification Accuracy

10

Feb 26, 2026

TabFact complex official (test)

Salience-aware learning system

76.7Verification Accuracy

10

Feb 26, 2026

TabFact official (val)

Salience-aware learning system

82.7Verification Accuracy

9

Feb 26, 2026

TabFact small set 3 (test)

93.1Accuracy

7

Feb 26, 2026

SEM-TAB-FACTS (test)

84.1Micro F1

6

Feb 26, 2026

SEM-TAB-FACTS (val)

84.23Micro-F1

6

Feb 26, 2026

Popular datasets

TabFact SEM-TAB-FACTS

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