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Papers Benchmarks Datasets Tasks

Text Segmentation research benchmarks · SOTA2 Research

Text Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Semantic Shift Splitter

0.373Pk

22

Mar 24, 2026

Choi's Dataset 3-11

4Pk

17

Feb 26, 2026

Choi's Dataset (9-11)

1.3Pk

17

Feb 26, 2026

Choi's Dataset (6-8)

2.5Pk

17

Feb 26, 2026

Choi's Dataset (3-5)

3.6Pk

17

Feb 26, 2026

18.4Pk

15

Feb 26, 2026

16.5Pk

15

Feb 26, 2026

52.77Precision

15

Feb 26, 2026

32.4Pk

14

Feb 26, 2026

MINE (paragraph-based segmentation)

Semantic Shift Splitter

42.03Precision

9

Mar 24, 2026

Pixel-level OCR tasks

88.76fgIoU

7

May 27, 2026

WIKI-727K (test)

69.8Precision

4

Feb 26, 2026

84.8mIoU

3

May 27, 2026

Popular datasets

Wiki Choi Choi's Dataset ArXiv TextSeg

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