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Models/ASOT

ASOT

Reported on 32 benchmarks across 2 tasks · 1 paper · 16 SOTA

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

Computer Vision32 results

  • Action LocalizationonIKEA ASM
    Accuracy· 2024-04-01
    34
    best: 51.2 (HVQ)
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonIKEA ASM
    F1· 2024-04-01
    27.9
    best: 30.7 (HVQ)
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonIKEA ASM
    JSD· 2024-04-01
    88.7
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonIKEA ASM
    Recall· 2024-04-01
    24
    best: 25.9 (HVQ)
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonYoutube INRIA Instructional
    Precision· 2024-04-01
    47.6
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonYoutube INRIA Instructional
    mIoU· 2024-04-01
    24.7
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonBreakfast
    JSD· 2024-04-01
    94.9
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonBreakfast
    Recall· 2024-04-01
    40.1
    best: 44.9 (HVQ)
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonIKEA ASM
    Accuracy· 2024-04-01
    34
    best: 51.2 (HVQ)
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonIKEA ASM
    F1· 2024-04-01
    27.9
    best: 30.7 (HVQ)
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonIKEA ASM
    JSD· 2024-04-01
    88.7
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonIKEA ASM
    Recall· 2024-04-01
    24
    best: 25.9 (HVQ)
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonYoutube INRIA Instructional
    Precision· 2024-04-01
    47.6
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonYoutube INRIA Instructional
    mIoU· 2024-04-01
    24.7
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonBreakfast
    JSD· 2024-04-01
    94.9
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonBreakfast
    Recall· 2024-04-01
    40.1
    best: 44.9 (HVQ)
    SOTA
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonIKEA ASM
    Precision· 2024-04-01
    21.1
    best: 37.7 (HVQ)
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonYoutube INRIA Instructional
    Acc· 2024-04-01
    52.9
    best: 62.4 (TSA (FINCH))
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonYoutube INRIA Instructional
    F1· 2024-04-01
    35.1
    best: 55.3 (TSA (Kmeans))
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonYoutube INRIA Instructional
    Recall· 2024-04-01
    27.8
    best: 38.7 (HVQ)
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonBreakfast
    Acc· 2024-04-01
    56.1
    best: 78 (AdaFocus (newly extracted I3D-features, LT-Context model))
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonBreakfast
    F1· 2024-04-01
    38.3
    best: 58 (TSA (Kmeans))
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonBreakfast
    Precision· 2024-04-01
    36.7
    best: 37.7 (TOT)
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action LocalizationonBreakfast
    mIoU· 2024-04-01
    18.6
    best: 53.3 (TSA (Kmeans))
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonIKEA ASM
    Precision· 2024-04-01
    21.1
    best: 37.7 (HVQ)
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonYoutube INRIA Instructional
    Acc· 2024-04-01
    52.9
    best: 62.4 (TSA (FINCH))
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonYoutube INRIA Instructional
    F1· 2024-04-01
    35.1
    best: 55.3 (TSA (Kmeans))
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonYoutube INRIA Instructional
    Recall· 2024-04-01
    27.8
    best: 38.7 (HVQ)
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonBreakfast
    Acc· 2024-04-01
    56.1
    best: 78 (AdaFocus (newly extracted I3D-features, LT-Context model))
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonBreakfast
    F1· 2024-04-01
    38.3
    best: 58 (TSA (Kmeans))
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonBreakfast
    Precision· 2024-04-01
    36.7
    best: 37.7 (TOT)
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518
  • Action SegmentationonBreakfast
    mIoU· 2024-04-01
    18.6
    best: 53.3 (TSA (Kmeans))
    Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action SegmentationarXiv:2404.01518