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Models/QD-DETR (w/ PT)

QD-DETR (w/ PT)

Reported on 9 benchmarks across 3 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 Vision7 results

  • Moment RetrievalonQVHighlights
    R@1 IoU=0.5· 2023-03-24
    64.1
    best: 76.59 (LLaVA-MR)
    SOTA
    Query-Dependent Video Representation for Moment Retrieval and Highlight DetectionarXiv:2303.13874
  • Moment RetrievalonQVHighlights
    R@1 IoU=0.7· 2023-03-24
    46.1
    best: 61.48 (LLaVA-MR)
    SOTA
    Query-Dependent Video Representation for Moment Retrieval and Highlight DetectionarXiv:2303.13874
  • Moment RetrievalonQVHighlights
    mAP· 2023-03-24
    40.62
    best: 58.8 (SG-DETR (w/ PT))
    SOTA
    Query-Dependent Video Representation for Moment Retrieval and Highlight DetectionarXiv:2303.13874
  • Moment RetrievalonQVHighlights
    mAP@0.5· 2023-03-24
    64.3
    best: 76.2 (SG-DETR (w/ PT))
    SOTA
    Query-Dependent Video Representation for Moment Retrieval and Highlight DetectionarXiv:2303.13874
  • Moment RetrievalonQVHighlights
    mAP@0.75· 2023-03-24
    40.5
    best: 60.8 (SG-DETR (w/ PT))
    SOTA
    Query-Dependent Video Representation for Moment Retrieval and Highlight DetectionarXiv:2303.13874
  • Highlight DetectiononQVHighlights
    Hit@1· 2023-03-24
    62.27
    best: 71.01 (FlashVTG)
    Query-Dependent Video Representation for Moment Retrieval and Highlight DetectionarXiv:2303.13874
  • Highlight DetectiononQVHighlights
    mAP· 2023-03-24
    38.52
    best: 44.7 (SG-DETR (w/ PT))
    Query-Dependent Video Representation for Moment Retrieval and Highlight DetectionarXiv:2303.13874

Methodology2 results

  • 16konQVHighlights
    Hit@1· 2023-03-24
    62.27
    best: 71.01 (FlashVTG)
    Query-Dependent Video Representation for Moment Retrieval and Highlight DetectionarXiv:2303.13874
  • 16konQVHighlights
    mAP· 2023-03-24
    38.52
    best: 44.7 (SG-DETR (w/ PT))
    Query-Dependent Video Representation for Moment Retrieval and Highlight DetectionarXiv:2303.13874