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Models/UFSA

UFSA

Reported on 8 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 Vision8 results

  • Action LocalizationonYoutube INRIA Instructional
    Acc· 2023-05-31
    49.6
    best: 62.4 (TSA (FINCH))
    Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentarXiv:2305.19478
  • Action LocalizationonYoutube INRIA Instructional
    F1· 2023-05-31
    32.4
    best: 55.3 (TSA (Kmeans))
    Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentarXiv:2305.19478
  • Action LocalizationonBreakfast
    Acc· 2023-05-31
    52.1
    best: 78 (AdaFocus (newly extracted I3D-features, LT-Context model))
    Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentarXiv:2305.19478
  • Action LocalizationonBreakfast
    F1· 2023-05-31
    38
    best: 58 (TSA (Kmeans))
    Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentarXiv:2305.19478
  • Action SegmentationonYoutube INRIA Instructional
    Acc· 2023-05-31
    49.6
    best: 62.4 (TSA (FINCH))
    Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentarXiv:2305.19478
  • Action SegmentationonYoutube INRIA Instructional
    F1· 2023-05-31
    32.4
    best: 55.3 (TSA (Kmeans))
    Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentarXiv:2305.19478
  • Action SegmentationonBreakfast
    Acc· 2023-05-31
    52.1
    best: 78 (AdaFocus (newly extracted I3D-features, LT-Context model))
    Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentarXiv:2305.19478
  • Action SegmentationonBreakfast
    F1· 2023-05-31
    38
    best: 58 (TSA (Kmeans))
    Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment AlignmentarXiv:2305.19478