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Models/PNS+

PNS+

Reported on 12 benchmarks across 1 task · 1 paper · 12 SOTA

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

Medical12 results

  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    Dice· 2022-03-27
    0.756
    best: 0.9 (YOLO-SAM 2)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    S measure· 2022-03-27
    0.806
    best: 0.9 (YOLO-SAM 2)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    Sensitivity· 2022-03-27
    0.63
    best: 83.7 (YOLO-SAM 2)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    mean E-measure· 2022-03-27
    0.798
    best: 93.8 (YOLO-SAM 2)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    mean F-measure· 2022-03-27
    0.73
    best: 93.8 (YOLO-SAM 2)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    weighted F-measure· 2022-03-27
    0.676
    best: 0.794 (SALI)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    Dice· 2022-03-27
    0.737
    best: 0.902 (YOLO-SAM 2)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    S-Measure· 2022-03-27
    0.797
    best: 0.894 (YOLO-SAM 2)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    Sensitivity· 2022-03-27
    0.623
    best: 0.852 (YOLO-SAM 2)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    mean E-measure· 2022-03-27
    0.793
    best: 0.941 (YOLO-SAM 2)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    mean F-measure· 2022-03-27
    0.709
    best: 0.932 (YOLO-SAM 2)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    weighted F-measure· 2022-03-27
    0.653
    best: 0.79 (SALI)
    SOTA
    Video Polyp Segmentation: A Deep Learning PerspectivearXiv:2203.14291