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Models/BSN++

BSN++

Reported on 24 benchmarks across 4 tasks · 1 paper · 20 SOTA

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

Computer Vision18 results

  • VideoonActivityNet-1.3
    mAP· 2020-09-15
    34.88
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • VideoonActivityNet-1.3
    mAP IOU@0.5· 2020-09-15
    51.27
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • VideoonActivityNet-1.3
    mAP IOU@0.75· 2020-09-15
    35.7
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • VideoonActivityNet-1.3
    AR@100· 2020-09-15
    76.52
    best: 77.67 (AOE-Net)
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • VideoonActivityNet-1.3
    AUC (val)· 2020-09-15
    68.26
    best: 69.71 (AOE-Net)
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Temporal Action LocalizationonActivityNet-1.3
    mAP· 2020-09-15
    34.88
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2020-09-15
    51.27
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2020-09-15
    35.7
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Temporal Action LocalizationonActivityNet-1.3
    AR@100· 2020-09-15
    76.52
    best: 77.67 (AOE-Net)
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Temporal Action LocalizationonActivityNet-1.3
    AUC (val)· 2020-09-15
    68.26
    best: 69.71 (AOE-Net)
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Action LocalizationonActivityNet-1.3
    mAP· 2020-09-15
    34.88
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2020-09-15
    51.27
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2020-09-15
    35.7
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Action LocalizationonActivityNet-1.3
    AR@100· 2020-09-15
    76.52
    best: 77.67 (AOE-Net)
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Action LocalizationonActivityNet-1.3
    AUC (val)· 2020-09-15
    68.26
    best: 69.71 (AOE-Net)
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • VideoonActivityNet-1.3
    mAP IOU@0.95· 2020-09-15
    8.33
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2020-09-15
    8.33
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2020-09-15
    8.33
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641

Methodology6 results

  • Zero-Shot LearningonActivityNet-1.3
    mAP· 2020-09-15
    34.88
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.5· 2020-09-15
    51.27
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.75· 2020-09-15
    35.7
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Zero-Shot LearningonActivityNet-1.3
    AR@100· 2020-09-15
    76.52
    best: 77.67 (AOE-Net)
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Zero-Shot LearningonActivityNet-1.3
    AUC (val)· 2020-09-15
    68.26
    best: 69.71 (AOE-Net)
    SOTA
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.95· 2020-09-15
    8.33
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal GenerationarXiv:2009.07641