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Models/BSN

BSN

Reported on 34 benchmarks across 6 tasks · 1 paper · 30 SOTA

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

Computer Vision21 results

  • VideoonActivityNet-1.3
    mAP IOU@0.5· 2018-06-08
    46.45
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • VideoonActivityNet-1.3
    mAP IOU@0.75· 2018-06-08
    29.96
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • VideoonActivityNet-1.3
    mAP IOU@0.95· 2018-06-08
    8.02
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • VideoonActivityNet-1.3
    AR@100· 2018-06-08
    74.16
    best: 77.67 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • VideoonActivityNet-1.3
    AUC (test)· 2018-06-08
    66.26
    best: 70.1 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • VideoonActivityNet-1.3
    AUC (val)· 2018-06-08
    66.17
    best: 69.71 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2018-06-08
    46.45
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2018-06-08
    29.96
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2018-06-08
    8.02
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Temporal Action LocalizationonActivityNet-1.3
    AR@100· 2018-06-08
    74.16
    best: 77.67 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Temporal Action LocalizationonActivityNet-1.3
    AUC (test)· 2018-06-08
    66.26
    best: 70.1 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Temporal Action LocalizationonActivityNet-1.3
    AUC (val)· 2018-06-08
    66.17
    best: 69.71 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2018-06-08
    46.45
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2018-06-08
    29.96
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2018-06-08
    8.02
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Action LocalizationonActivityNet-1.3
    AR@100· 2018-06-08
    74.16
    best: 77.67 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Action LocalizationonActivityNet-1.3
    AUC (test)· 2018-06-08
    66.26
    best: 70.1 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Action LocalizationonActivityNet-1.3
    AUC (val)· 2018-06-08
    66.17
    best: 69.71 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • VideoonActivityNet-1.3
    mAP· 2018-06-08
    30.03
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Temporal Action LocalizationonActivityNet-1.3
    mAP· 2018-06-08
    30.03
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Action LocalizationonActivityNet-1.3
    mAP· 2018-06-08
    30.03
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964

Methodology7 results

  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.5· 2018-06-08
    46.45
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.75· 2018-06-08
    29.96
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.95· 2018-06-08
    8.02
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Zero-Shot LearningonActivityNet-1.3
    AR@100· 2018-06-08
    74.16
    best: 77.67 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Zero-Shot LearningonActivityNet-1.3
    AUC (test)· 2018-06-08
    66.26
    best: 70.1 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Zero-Shot LearningonActivityNet-1.3
    AUC (val)· 2018-06-08
    66.17
    best: 69.71 (AOE-Net)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Zero-Shot LearningonActivityNet-1.3
    mAP· 2018-06-08
    30.03
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964

Robots3 results

  • Activity RecognitiononTHUMOS’14
    mAP@0.3· 2018-06-08
    53.5
    best: 56 (BMN)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Activity RecognitiononTHUMOS’14
    mAP@0.4· 2018-06-08
    45
    best: 47.4 (BMN)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Activity RecognitiononTHUMOS’14
    mAP@0.5· 2018-06-08
    36.9
    best: 38.8 (BMN)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964

Time Series3 results

  • Action RecognitiononTHUMOS’14
    mAP@0.3· 2018-06-08
    53.5
    best: 56 (BMN)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Action RecognitiononTHUMOS’14
    mAP@0.4· 2018-06-08
    45
    best: 47.4 (BMN)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964
  • Action RecognitiononTHUMOS’14
    mAP@0.5· 2018-06-08
    36.9
    best: 38.8 (BMN)
    SOTA
    BSN: Boundary Sensitive Network for Temporal Action Proposal GenerationarXiv:1806.02964