Unsupervised Action Segmentation On Breakfast
Metrics
Acc
F1
JSD
Precision
Recall
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Acc | F1 | JSD | Precision | Recall |
|---|---|---|---|---|---|
| hierarchical-vector-quantization-for | 54.4 | 39.7 | 82.5 | 35.6 | 44.9 |
| permutation-aware-action-segmentation-via | 52.1 | 38 | - | - | - |
| unsupervised-activity-segmentation-by-joint | 47.5 | 31.0 | 90.2 | 37.7 | 26.3 |
| action-shuffle-alternating-learning-for | 52.5 | 37.9 | - | - | - |
| temporally-consistent-unbalanced-optimal | 56.1 | 38.3 | 94.9 | 36.7 | 40.1 |
| unsupervised-learning-of-action-classes-with | 41.8 | 26.4 | 87.4 | 25.8 | 27.0 |
| unsupervised-activity-segmentation-by-joint | 39.0 | 30.3 | 85.6 | 26.2 | 36.0 |