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Models/RGNet

RGNet

Reported on 11 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Computer Vision6 results

  • VideoonMAD
    R@1,IoU=0.1· 2023-12-11
    12.43
    best: 17.3 (ReVisionLLM)
    SOTA
    RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosarXiv:2312.06729
  • VideoonMAD
    R@1,IoU=0.3· 2023-12-11
    9.48
    best: 12.7 (ReVisionLLM)
    SOTA
    RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosarXiv:2312.06729
  • VideoonMAD
    R@1,IoU=0.5· 2023-12-11
    5.61
    best: 7.06 (DeCafNet)
    SOTA
    RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosarXiv:2312.06729
  • VideoonMAD
    R@5,IoU=0.3· 2023-12-11
    18.72
    best: 23.68 (DeCafNet)
    SOTA
    RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosarXiv:2312.06729
  • VideoonMAD
    R@5,IoU=0.5· 2023-12-11
    10.86
    best: 16.13 (DeCafNet)
    SOTA
    RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosarXiv:2312.06729
  • VideoonMAD
    R@5,IoU=0.1· 2023-12-11
    25.12
    best: 30.35 (DenoiseLoc)
    RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosarXiv:2312.06729

Natural Language Processing5 results

  • Natural Language QueriesonEgo4D
    R@1 IoU=0.3· 2023-12-11
    20.63
    best: 28.05 (EgoVideo)
    SOTA
    RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosarXiv:2312.06729
  • Natural Language QueriesonEgo4D
    R@1 IoU=0.5· 2023-12-11
    12.47
    best: 19.31 (EgoVideo)
    SOTA
    RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosarXiv:2312.06729
  • Natural Language QueriesonEgo4D
    R@1 Mean(0.3 and 0.5)· 2023-12-11
    16.55
    best: 23.68 (EgoVideo)
    SOTA
    RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosarXiv:2312.06729
  • Natural Language QueriesonEgo4D
    R@5 IoU=0.3· 2023-12-11
    41.67
    best: 45.63 (DeCafNet-100%)
    SOTA
    RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosarXiv:2312.06729
  • Natural Language QueriesonEgo4D
    R@5 IoU=0.5· 2023-12-11
    25.08
    best: 33.93 (DeCafNet-100%)
    SOTA
    RGNet: A Unified Clip Retrieval and Grounding Network for Long VideosarXiv:2312.06729