Unsupervised Action Segmentation On Ikea Asm
Metrics
Accuracy
F1
JSD
Precision
Recall
Results
Performance results of various models on this benchmark
Model Name | Accuracy | F1 | JSD | Precision | Recall | Paper Title | Repository |
|---|---|---|---|---|---|---|---|
| TOT | 21.0 | 20.1 | 80.0 | 24.4 | 17.1 | Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering | |
| ASOT | 34.0 | 27.9 | 88.7 | 21.1 | 24.0 | Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation | |
| HVQ | 51.2 | 30.7 | 64.8 | 37.7 | 25.9 | Hierarchical Vector Quantization for Unsupervised Action Segmentation | |
| CTE | 23.1 | 22.6 | 73.7 | 28.1 | 18.9 | Unsupervised learning of action classes with continuous temporal embedding | |
| TOT+TCL | 23.8 | 20.9 | 79.5 | 25.5 | 17.7 | Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering |
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