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Models/MCN

MCN

Reported on 11 benchmarks across 8 tasks · 3 papers · 5 SOTA

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

Computer Vision7 results

  • Long Video Retrieval (Background Removed)onYouCook2
    Cap. Avg. R@1· 2021-04-26
    53.4
    best: 75.5 (Norton)
    SOTA
    Multimodal Clustering Networks for Self-supervised Learning from Unlabeled VideosarXiv:2104.12671
  • Long Video Retrieval (Background Removed)onYouCook2
    Cap. Avg. R@5· 2021-04-26
    75
    best: 95 (Norton)
    SOTA
    Multimodal Clustering Networks for Self-supervised Learning from Unlabeled VideosarXiv:2104.12671
  • Generalized Referring Expression ComprehensionongRefCOCO
    N-acc.· 2020-03-19
    30.6
    best: 54.7 (SimVG-DB)
    SOTA
    Multi-task Collaborative Network for Joint Referring Expression Comprehension and SegmentationarXiv:2003.08813
  • Generalized Referring Expression ComprehensionongRefCOCO
    Precision@(F1=1, IoU≥0.5)· 2020-03-19
    28
    best: 62.1 (SimVG-DB)
    SOTA
    Multi-task Collaborative Network for Joint Referring Expression Comprehension and SegmentationarXiv:2003.08813
  • Long Video Retrieval (Background Removed)onYouCook2
    Cap. Avg. R@10· 2021-04-26
    81.4
    best: 97.9 (VideoCLIP)
    Multimodal Clustering Networks for Self-supervised Learning from Unlabeled VideosarXiv:2104.12671
  • Face ReconstructiononBTS3.1
    TAR @ FAR=0.01· 2018-07-24
    0.5425
    best: 0.689 (ProxyFusion (Adaface))
    Multicolumn Networks for Face RecognitionarXiv:1807.09192
  • 3D Face ReconstructiononBTS3.1
    TAR @ FAR=0.01· 2018-07-24
    0.5425
    best: 0.689 (ProxyFusion (Adaface))
    Multicolumn Networks for Face RecognitionarXiv:1807.09192

Methodology2 results

  • Face RecognitiononBTS3.1
    TAR @ FAR=0.01· 2018-07-24
    0.5425
    SOTA
    Multicolumn Networks for Face RecognitionarXiv:1807.09192
  • 3DonBTS3.1
    TAR @ FAR=0.01· 2018-07-24
    0.5425
    best: 0.689 (ProxyFusion (Adaface))
    Multicolumn Networks for Face RecognitionarXiv:1807.09192

Music1 result

  • Facial Recognition and ModellingonBTS3.1
    TAR @ FAR=0.01· 2018-07-24
    0.5425
    best: 0.689 (ProxyFusion (Adaface))
    Multicolumn Networks for Face RecognitionarXiv:1807.09192

Medical1 result

  • 3D Face ModellingonBTS3.1
    TAR @ FAR=0.01· 2018-07-24
    0.5425
    best: 0.689 (ProxyFusion (Adaface))
    Multicolumn Networks for Face RecognitionarXiv:1807.09192