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Models/MIL-NCE

MIL-NCE

Reported on 13 benchmarks across 4 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 Vision13 results

  • Action LocalizationonCOIN
    Frame accuracy· 2019-12-13
    61
    best: 72.8 (UnLoc-L)
    SOTA
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Action SegmentationonCOIN
    Frame accuracy· 2019-12-13
    61
    best: 72.8 (UnLoc-L)
    SOTA
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Zero-Shot Video RetrievalonMSR-VTT
    text-to-video Mean Rank· 2019-12-13
    29.5
    best: 148.1 (MMT)
    SOTA
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Zero-Shot Video RetrievalonMSR-VTT
    text-to-video R@1· 2019-12-13
    9.9
    best: 55.9 (InternVideo2-6B)
    SOTA
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Zero-Shot Video RetrievalonMSR-VTT
    text-to-video R@10· 2019-12-13
    32.4
    best: 85.1 (InternVideo2-6B)
    SOTA
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Zero-Shot Video RetrievalonMSR-VTT
    text-to-video R@5· 2019-12-13
    24
    best: 78.3 (InternVideo2-6B)
    SOTA
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Zero-Shot Video RetrievalonYouCook2
    text-to-video Mean Rank· 2019-12-13
    10
    best: 13 (VATT-MBS)
    SOTA
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Zero-Shot Video RetrievalonYouCook2
    text-to-video R@1· 2019-12-13
    15.1
    best: 26.1 (OmniVec2)
    SOTA
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Zero-Shot Video RetrievalonYouCook2
    text-to-video R@10· 2019-12-13
    51.2
    best: 70.8 (OmniVec2)
    SOTA
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Zero-Shot Video RetrievalonYouCook2
    text-to-video R@5· 2019-12-13
    38
    best: 54.1 (OmniVec2)
    SOTA
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Long Video Retrieval (Background Removed)onYouCook2
    Cap. Avg. R@1· 2019-12-13
    43.1
    best: 75.5 (Norton)
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Long Video Retrieval (Background Removed)onYouCook2
    Cap. Avg. R@10· 2019-12-13
    79.1
    best: 97.9 (VideoCLIP)
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430
  • Long Video Retrieval (Background Removed)onYouCook2
    Cap. Avg. R@5· 2019-12-13
    68.6
    best: 95 (Norton)
    End-to-End Learning of Visual Representations from Uncurated Instructional VideosarXiv:1912.06430