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Models/ASL

ASL

Reported on 30 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Computer Vision24 results

  • VideoonFineAction
    mAP IOU@0.95· 2021-05-06
    3.3
    best: 7.6 (RDFA-S6 (InternVideo2-6B))
    SOTA
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Temporal Action LocalizationonFineAction
    mAP IOU@0.95· 2021-05-06
    3.3
    best: 7.6 (RDFA-S6 (InternVideo2-6B))
    SOTA
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Action LocalizationonFineAction
    mAP IOU@0.95· 2021-05-06
    3.3
    best: 7.6 (RDFA-S6 (InternVideo2-6B))
    SOTA
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Weakly Supervised Action LocalizationonFineAction
    mAP IOU@0.95· 2021-05-06
    3.3
    SOTA
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • VideoonFineAction
    mAP· 2021-05-06
    3.3
    best: 29.6 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • VideoonFineAction
    mAP IOU@0.5· 2021-05-06
    2.68
    best: 46.4 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • VideoonFineAction
    mAP IOU@0.75· 2021-05-06
    0.81
    best: 29.5 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • VideoonActivityNet-1.2
    Mean mAP· 2021-05-06
    25.8
    best: 30.8 (SAL)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • VideoonActivityNet-1.2
    mAP@0.5· 2021-05-06
    40.2
    best: 49.6 (AICL)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Temporal Action LocalizationonFineAction
    mAP· 2021-05-06
    3.3
    best: 29.6 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Temporal Action LocalizationonFineAction
    mAP IOU@0.5· 2021-05-06
    2.68
    best: 46.4 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Temporal Action LocalizationonFineAction
    mAP IOU@0.75· 2021-05-06
    0.81
    best: 29.5 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Temporal Action LocalizationonActivityNet-1.2
    Mean mAP· 2021-05-06
    25.8
    best: 30.8 (SAL)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Temporal Action LocalizationonActivityNet-1.2
    mAP@0.5· 2021-05-06
    40.2
    best: 49.6 (AICL)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Action LocalizationonFineAction
    mAP· 2021-05-06
    3.3
    best: 29.6 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Action LocalizationonFineAction
    mAP IOU@0.5· 2021-05-06
    2.68
    best: 46.4 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Action LocalizationonFineAction
    mAP IOU@0.75· 2021-05-06
    0.81
    best: 29.5 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Action LocalizationonActivityNet-1.2
    Mean mAP· 2021-05-06
    25.8
    best: 30.8 (SAL)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Action LocalizationonActivityNet-1.2
    mAP@0.5· 2021-05-06
    40.2
    best: 49.6 (AICL)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Weakly Supervised Action LocalizationonFineAction
    mAP· 2021-05-06
    3.3
    best: 4.1 (HAAN)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Weakly Supervised Action LocalizationonFineAction
    mAP IOU@0.5· 2021-05-06
    2.68
    best: 7.05 (HAAN)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Weakly Supervised Action LocalizationonFineAction
    mAP IOU@0.75· 2021-05-06
    0.81
    best: 3.95 (HAAN)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Weakly Supervised Action LocalizationonActivityNet-1.2
    Mean mAP· 2021-05-06
    25.8
    best: 30.8 (SAL)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Weakly Supervised Action LocalizationonActivityNet-1.2
    mAP@0.5· 2021-05-06
    40.2
    best: 49.6 (AICL)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439

Methodology6 results

  • Zero-Shot LearningonFineAction
    mAP IOU@0.95· 2021-05-06
    3.3
    best: 7.6 (RDFA-S6 (InternVideo2-6B))
    SOTA
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Zero-Shot LearningonFineAction
    mAP· 2021-05-06
    3.3
    best: 29.6 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Zero-Shot LearningonFineAction
    mAP IOU@0.5· 2021-05-06
    2.68
    best: 46.4 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Zero-Shot LearningonFineAction
    mAP IOU@0.75· 2021-05-06
    0.81
    best: 29.5 (RDFA-S6 (InternVideo2-6B))
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Zero-Shot LearningonActivityNet-1.2
    Mean mAP· 2021-05-06
    25.8
    best: 30.8 (SAL)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439
  • Zero-Shot LearningonActivityNet-1.2
    mAP@0.5· 2021-05-06
    40.2
    best: 49.6 (AICL)
    Weakly Supervised Action Selection Learning in VideoarXiv:2105.02439