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Unsupervised Action Segmentation research benchmarks · SOTA2 Research

Unsupervised Action Segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

72.5MoF

6

Apr 24, 2026

Desktop Assembly

73.5MoF

5

Apr 24, 2026

Hollywood Extended

60.7MoF

4

Apr 24, 2026

Industrial Motor Assembly Exocentric View

84.75F1 Score @ 5s

4

Mar 31, 2026

Industrial Motor Assembly Top-down View

84.26F1 Score (@5s)

4

Mar 31, 2026

50Salads (eval)

60.6MoF

4

Feb 26, 2026

41.5MoF

3

Apr 24, 2026

81.92F1 Score @ 5s

3

Mar 31, 2026

Breakfast Learning across All Activities

20.2Mean Over Frames (MoF)

2

Feb 26, 2026

Popular datasets

Industrial Motor Assembly Breakfast GTEA Hollywood 50Salads

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