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Temporal action segmentation research benchmarks – Page 2 · SOTA2 Research

Temporal action segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IKEA ASM (test)

51.2MOF

5

Feb 26, 2026

Breakfast (80:20)

44.2MOF

5

Feb 26, 2026

49.4Frame Accuracy

4

Feb 26, 2026

19.6F1 Score @ 10%

3

Jun 19, 2026

22.3F1@10%

3

Apr 21, 2026

94.6F1@10%

3

Feb 26, 2026

YouTube Instructional (YTI)

58.1F1@10

2

Feb 26, 2026

Page 2 of 2

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