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Models/MediCIS

MediCIS

Reported on 6 benchmarks across 6 tasks · 1 paper

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

Computer Vision4 results

  • Video & Kinematic Base Workflow RecognitiononPETRAW
    Average AD-Accuracy· 2022-02-11
    90.18
    best: 93.09 (NCC Next)
    PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?arXiv:2202.05821
  • Video Based Workflow RecognitiononPETRAW
    Average AD-Accuracy· 2022-02-11
    89.15
    best: 90.77 (SK)
    PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?arXiv:2202.05821
  • Kinematic Based Workflow RecognitiononPETRAW
    Average AD-Accuracy· 2022-02-11
    89.71
    best: 90.72 (MedAIR)
    PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?arXiv:2202.05821
  • Segmentation Based Workflow RecognitiononPETRAW
    Average AD-Accuracy· 2022-02-11
    87.22
    best: 88.51 (SK)
    PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?arXiv:2202.05821

Medical1 result

  • Semantic SegmentationonPETRAW
    Mean IoU (class)· 2022-02-11
    94
    best: 96.9 (NCC Next)
    PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?arXiv:2202.05821

Audio1 result

  • 10-shot image generationonPETRAW
    Mean IoU (class)· 2022-02-11
    94
    best: 96.9 (NCC Next)
    PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?arXiv:2202.05821