TW-FINCH (K=avg/activity)

Reported on 6 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision6 results

Action Localizationon50 Salads
Acc· 2021-03-20
66.5
best: 91.4 (Br-Prompt+ASPnet (RGB, flow, accelerometer))
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation arXiv:2103.11264
Action LocalizationonBreakfast
Acc· 2021-03-20
62.7
best: 78 (AdaFocus (newly extracted I3D-features, LT-Context model))
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation arXiv:2103.11264
Action LocalizationonBreakfast
mIoU· 2021-03-20
42.3
best: 53.3 (TSA (Kmeans))
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation arXiv:2103.11264
Action Segmentationon50 Salads
Acc· 2021-03-20
66.5
best: 91.4 (Br-Prompt+ASPnet (RGB, flow, accelerometer))
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation arXiv:2103.11264
Action SegmentationonBreakfast
Acc· 2021-03-20
62.7
best: 78 (AdaFocus (newly extracted I3D-features, LT-Context model))
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation arXiv:2103.11264
Action SegmentationonBreakfast
mIoU· 2021-03-20
42.3
best: 53.3 (TSA (Kmeans))
Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation arXiv:2103.11264