OpenCodePapers
unsupervised-action-segmentation-on-youtube-inria-instructional
Action Localization
Action Segmentation
Unsupervised Action Segmentation
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Paper
Code
F1
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Acc
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Precision
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Recall
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mIoU
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ModelName
ReleaseDate
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A Perceptual Prediction Framework for Self Supervised Event Segmentation
✓ Link
39.7
LSTM+AL
2018-11-12
CLOT: Closed Loop Optimal Transport for Unsupervised Action Segmentation
✓ Link
36.7
54.4
CLOT
2025-07-04
Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation
✓ Link
35.1
52.9
47.6
27.8
24.7
ASOT
2024-04-01
Hierarchical Vector Quantization for Unsupervised Action Segmentation
✓ Link
35.1
50.3
32.1
38.7
HVQ
2024-12-23
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering
✓ Link
32.9
45.3
40.1
27.9
TOT+TCL
2021-05-27
Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment
✓ Link
32.4
49.6
UFSA
2023-05-31
Action Shuffle Alternating Learning for Unsupervised Action Segmentation
32.1
44.9
ASAL
2021-04-05
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering
✓ Link
30.0
40.6
28.7
31.4
TOT
2021-05-27
Unsupervised learning of action classes with continuous temporal embedding
✓ Link
28.3
39
39.3
22.1
CTE
2019-04-08
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