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Unsupervised Action Segmentation On Youtube

Metrics

Acc

F1

Results

Performance results of various models on this benchmark

Model Name	Acc	F1	Paper Title	Repository
ASAL	44.9	32.1	Action Shuffle Alternating Learning for Unsupervised Action Segmentation	-
TOT	40.6	30.0	Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering
TOT+TCL	45.3	32.9	Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering
HVQ	50.3	35.1	Hierarchical Vector Quantization for Unsupervised Action Segmentation
CTE	39	28.3	Unsupervised learning of action classes with continuous temporal embedding
ASOT	52.9	35.1	Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation
UFSA	49.6	32.4	Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment

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