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Topic Segmentation research benchmarks · SOTA2 Research

Topic Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VIDEOAULA (val)

TOC-NEMO + PAUSE

67.34F1 Score

10

Feb 26, 2026

TOC-NEMO + PAUSE

30.34F1 Score

10

Feb 26, 2026

Gemini-2.5-Flash

44.86Wd

9

Apr 21, 2026

LECTUREDE (cross-validation)

TOC-NEMO + PAUSE

58.89F1 Score

9

Feb 26, 2026

Synthetic 1.0 (test)

0.35Boundary Similarity (n=2)

5

Feb 26, 2026

Conc-Wiki 1.0 (test)

46Boundary Similarity (n=2)

5

Feb 26, 2026

Wiki 1.0 (test)

25Boundary Similarity (n=2)

5

Feb 26, 2026

Human 1.0 (test)

38Boundary Similarity (n=2)

5

Feb 26, 2026

LECTUREDE v1 (test)

45.17F1 Score

2

Feb 26, 2026

VIDEOAULA v1 (test)

0.506F1 Score

2

Feb 26, 2026

Popular datasets

VIDEOAULA LECTUREDE Synthetic Wiki AMI

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