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Models/YOLO-SAM 2

YOLO-SAM 2

Reported on 10 benchmarks across 1 task · 1 paper · 10 SOTA

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

Medical10 results

  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    Dice· 2024-09-14
    0.9
    SOTA
    Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 ModelarXiv:2409.09484
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    S measure· 2024-09-14
    0.9
    SOTA
    Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 ModelarXiv:2409.09484
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    Sensitivity· 2024-09-14
    83.7
    SOTA
    Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 ModelarXiv:2409.09484
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    mean E-measure· 2024-09-14
    93.8
    SOTA
    Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 ModelarXiv:2409.09484
  • Medical Image SegmentationonSUN-SEG-Easy (Unseen)
    mean F-measure· 2024-09-14
    93.8
    SOTA
    Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 ModelarXiv:2409.09484
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    Dice· 2024-09-14
    0.902
    SOTA
    Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 ModelarXiv:2409.09484
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    S-Measure· 2024-09-14
    0.894
    SOTA
    Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 ModelarXiv:2409.09484
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    Sensitivity· 2024-09-14
    0.852
    SOTA
    Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 ModelarXiv:2409.09484
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    mean E-measure· 2024-09-14
    0.941
    SOTA
    Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 ModelarXiv:2409.09484
  • Medical Image SegmentationonSUN-SEG-Hard (Unseen)
    mean F-measure· 2024-09-14
    0.932
    SOTA
    Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 ModelarXiv:2409.09484