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Table Understanding research benchmarks · SOTA2 Research

Table Understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TableBench, WikiTQ, WikiSQL Aggregated

Table-R1 (w/ RE-SFT & TARPO)

55.33Overall Score

31

May 14, 2026

88.54Fact Score

18

Jun 16, 2026

33.9Overall Performance

12

Feb 26, 2026

InfoTabs (test)

64.54Accuracy

4

Feb 26, 2026

OOD Table S2 (test)

40.38ROUGE-L

4

Feb 26, 2026

OOD Table S1 (test)

80.2Accuracy

4

Feb 26, 2026

Popular datasets

OOD MMTU InfoTabs TableBench TableBench, WikiTQ, WikiSQL

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