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Models/NOVIS (ResNet-50)

NOVIS (ResNet-50)

Reported on 15 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 Vision15 results

  • Video Instance SegmentationonYouTube-VIS 2021
    AP50· uses extra data· 2023-08-29
    69.4
    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
    50
    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
    41.3
    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
    54.4
    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
    47.2
    best: 65.3 (CAVIS(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonYouTube-VIS validation
    AP50· uses extra data· 2023-08-29
    75.7
    best: 89.3 (CAVIS(ViT-L, Online))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonYouTube-VIS validation
    AP75· uses extra data· 2023-08-29
    56.9
    best: 76.2 (CAVIS(ViT-L, Online))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonYouTube-VIS validation
    AR1· uses extra data· 2023-08-29
    50.3
    best: 58.3 (CAVIS(ViT-L, Online))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonYouTube-VIS validation
    AR10· uses extra data· 2023-08-29
    60.6
    best: 73.7 (DVIS++(ViT-L, Online))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266
  • Video Instance SegmentationonYouTube-VIS validation
    mask AP· uses extra data· 2023-08-29
    52.8
    best: 68.9 (CAVIS(ViT-L, Online))
    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
    56.2
    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
    32.6
    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
    15.7
    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
    37.1
    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
    32.7
    best: 57.1 (DVIS-DAQ(VIT-L, Offline))
    NOVIS: A Case for End-to-End Near-Online Video Instance SegmentationarXiv:2308.15266