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Models/UnLoc-B

UnLoc-B

Reported on 10 benchmarks across 2 tasks · 1 paper · 1 SOTA

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

Computer Vision10 results

  • VideoonActivityNet Captions
    R@5,IoU=0.5· 2023-08-21
    81.5
    SOTA
    UnLoc: A Unified Framework for Video Localization TasksarXiv:2308.11062
  • VideoonActivityNet Captions
    R@1,IoU=0.5· 2023-08-21
    48
    best: 60.67 (GVL (paragraph-level))
    UnLoc: A Unified Framework for Video Localization TasksarXiv:2308.11062
  • VideoonActivityNet Captions
    R@1,IoU=0.7· 2023-08-21
    29.7
    best: 38.55 (GVL (paragraph-level))
    UnLoc: A Unified Framework for Video Localization TasksarXiv:2308.11062
  • VideoonActivityNet Captions
    R@5,IoU=0.7· 2023-08-21
    61.4
    best: 63.33 (VLG-Net)
    UnLoc: A Unified Framework for Video Localization TasksarXiv:2308.11062
  • Moment RetrievalonCharades-STA
    R@1 IoU=0.5· 2023-08-21
    58.1
    best: 71.1 (SG-DETR (w/ PT))
    UnLoc: A Unified Framework for Video Localization TasksarXiv:2308.11062
  • Moment RetrievalonCharades-STA
    R@1 IoU=0.7· 2023-08-21
    35.4
    best: 52.8 (SG-DETR (w/ PT))
    UnLoc: A Unified Framework for Video Localization TasksarXiv:2308.11062
  • Moment RetrievalonCharades-STA
    R@5 IoU=0.5· 2023-08-21
    87.4
    best: 91.94 (UniMD+Sync.)
    UnLoc: A Unified Framework for Video Localization TasksarXiv:2308.11062
  • Moment RetrievalonCharades-STA
    R@5 IoU=0.7· 2023-08-21
    59.1
    best: 67.72 (UniMD+Sync.)
    UnLoc: A Unified Framework for Video Localization TasksarXiv:2308.11062
  • Moment RetrievalonQVHighlights
    R@1 IoU=0.5· 2023-08-21
    64.5
    best: 76.59 (LLaVA-MR)
    UnLoc: A Unified Framework for Video Localization TasksarXiv:2308.11062
  • Moment RetrievalonQVHighlights
    R@1 IoU=0.7· 2023-08-21
    48.8
    best: 61.48 (LLaVA-MR)
    UnLoc: A Unified Framework for Video Localization TasksarXiv:2308.11062