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Models/SALI

SALI

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· 2024-06-19
    0.825
    best: 0.9 (YOLO-SAM 2)
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    S measure· 2024-06-19
    0.87
    best: 0.9 (YOLO-SAM 2)
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    Sensitivity· 2024-06-19
    0.811
    best: 83.7 (YOLO-SAM 2)
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    mean E-measure· 2024-06-19
    0.92
    best: 93.8 (YOLO-SAM 2)
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    mean F-measure· 2024-06-19
    0.831
    best: 93.8 (YOLO-SAM 2)
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    weighted F-measure· 2024-06-19
    0.794
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    Dice· 2024-06-19
    0.822
    best: 0.902 (YOLO-SAM 2)
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    S-Measure· 2024-06-19
    0.874
    best: 0.894 (YOLO-SAM 2)
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    Sensitivity· 2024-06-19
    0.83
    best: 0.852 (YOLO-SAM 2)
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    mean E-measure· 2024-06-19
    0.92
    best: 0.941 (YOLO-SAM 2)
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    mean F-measure· 2024-06-19
    0.822
    best: 0.932 (YOLO-SAM 2)
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    weighted F-measure· 2024-06-19
    0.79
    SOTA
    SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp SegmentationarXiv:2406.13532