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Models/UniVTG (w/ PT)

UniVTG (w/ PT)

Reported on 9 benchmarks across 3 tasks · 1 paper · 8 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· uses extra data· 2023-07-31
    65.43
    best: 76.59 (LLaVA-MR)
    SOTA
    UniVTG: Towards Unified Video-Language Temporal GroundingarXiv:2307.16715
  • Moment RetrievalonQVHighlights
    R@1 IoU=0.7· uses extra data· 2023-07-31
    50.06
    best: 61.48 (LLaVA-MR)
    SOTA
    UniVTG: Towards Unified Video-Language Temporal GroundingarXiv:2307.16715
  • Moment RetrievalonQVHighlights
    mAP· uses extra data· 2023-07-31
    43.63
    best: 58.8 (SG-DETR (w/ PT))
    SOTA
    UniVTG: Towards Unified Video-Language Temporal GroundingarXiv:2307.16715
  • Moment RetrievalonQVHighlights
    mAP@0.75· uses extra data· 2023-07-31
    45.02
    best: 60.8 (SG-DETR (w/ PT))
    SOTA
    UniVTG: Towards Unified Video-Language Temporal GroundingarXiv:2307.16715
  • Highlight DetectiononQVHighlights
    Hit@1· uses extra data· 2023-07-31
    66.28
    best: 71.01 (FlashVTG)
    SOTA
    UniVTG: Towards Unified Video-Language Temporal GroundingarXiv:2307.16715
  • Highlight DetectiononQVHighlights
    mAP· uses extra data· 2023-07-31
    40.54
    best: 44.7 (SG-DETR (w/ PT))
    SOTA
    UniVTG: Towards Unified Video-Language Temporal GroundingarXiv:2307.16715
  • Moment RetrievalonQVHighlights
    mAP@0.5· uses extra data· 2023-07-31
    64.06
    best: 76.2 (SG-DETR (w/ PT))
    UniVTG: Towards Unified Video-Language Temporal GroundingarXiv:2307.16715

Methodology2 results

  • 16konQVHighlights
    Hit@1· uses extra data· 2023-07-31
    66.28
    best: 71.01 (FlashVTG)
    SOTA
    UniVTG: Towards Unified Video-Language Temporal GroundingarXiv:2307.16715
  • 16konQVHighlights
    mAP· uses extra data· 2023-07-31
    40.54
    best: 44.7 (SG-DETR (w/ PT))
    SOTA
    UniVTG: Towards Unified Video-Language Temporal GroundingarXiv:2307.16715