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Models/NOVIS (Swin-L)

NOVIS (Swin-L)

Reported on 10 benchmarks across 1 task · 1 paper

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

Computer Vision10 results

  • Video Instance SegmentationonYouTube-VIS 2021
    AP50· uses extra data· 2023-08-29
    82
    best: 87.3 (CAVIS(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonYouTube-VIS 2021
    AP75· uses extra data· 2023-08-29
    66.5
    best: 73.2 (CAVIS(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonYouTube-VIS 2021
    AR1· uses extra data· 2023-08-29
    47.9
    best: 49.7 (CAVIS(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonYouTube-VIS 2021
    AR10· uses extra data· 2023-08-29
    64.4
    best: 70.7 (DVIS-DAQ(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonYouTube-VIS 2021
    mask AP· uses extra data· 2023-08-29
    59.8
    best: 65.3 (CAVIS(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonOVIS validation
    AP50· uses extra data· 2023-08-29
    68.3
    best: 83.8 (DVIS-DAQ(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonOVIS validation
    AP75· uses extra data· 2023-08-29
    43.8
    best: 63.5 (CAVIS(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonOVIS validation
    AR1· uses extra data· 2023-08-29
    19.4
    best: 21.2 (CAVIS(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonOVIS validation
    AR10· uses extra data· 2023-08-29
    46.9
    best: 61.8 (CAVIS(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonOVIS validation
    mask AP· uses extra data· 2023-08-29
    43.5
    best: 57.1 (DVIS-DAQ(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266