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Models/CovidExpert

CovidExpert

Reported on 21 benchmarks across 3 tasks · 1 paper · 21 SOTA

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

Methodology14 results

  • Few-Shot LearningonLarge COVID-19 CT scan slice dataset
    AUC-ROC· 2023-02-17
    0.9992
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Few-Shot LearningonLarge COVID-19 CT scan slice dataset
    Accuracy · 2023-02-17
    0.98719
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Few-Shot LearningonLarge COVID-19 CT scan slice dataset
    Macro F1· 2023-02-17
    0.9872
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Few-Shot LearningonLarge COVID-19 CT scan slice dataset
    Macro Precision· 2023-02-17
    0.9873
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Few-Shot LearningonLarge COVID-19 CT scan slice dataset
    Macro Recall· 2023-02-17
    0.9872
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Few-Shot LearningonLarge COVID-19 CT scan slice dataset
    Micro Precision· 2023-02-17
    0.9872
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Few-Shot LearningonLarge COVID-19 CT scan slice dataset
    Specificity· 2023-02-17
    0.9936
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Meta-LearningonLarge COVID-19 CT scan slice dataset
    AUC-ROC· 2023-02-17
    0.9992
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Meta-LearningonLarge COVID-19 CT scan slice dataset
    Accuracy · 2023-02-17
    0.98719
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Meta-LearningonLarge COVID-19 CT scan slice dataset
    Macro F1· 2023-02-17
    0.9872
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Meta-LearningonLarge COVID-19 CT scan slice dataset
    Macro Precision· 2023-02-17
    0.9873
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Meta-LearningonLarge COVID-19 CT scan slice dataset
    Macro Recall· 2023-02-17
    0.9872
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Meta-LearningonLarge COVID-19 CT scan slice dataset
    Micro Precision· 2023-02-17
    0.9872
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • Meta-LearningonLarge COVID-19 CT scan slice dataset
    Specificity· 2023-02-17
    0.9936
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004

Medical7 results

  • COVID-19 DiagnosisonLarge COVID-19 CT scan slice dataset
    AUC-ROC· 2023-02-17
    0.9992
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • COVID-19 DiagnosisonLarge COVID-19 CT scan slice dataset
    Accuracy· 2023-02-17
    0.98719
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • COVID-19 DiagnosisonLarge COVID-19 CT scan slice dataset
    Macro F1· 2023-02-17
    0.9872
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • COVID-19 DiagnosisonLarge COVID-19 CT scan slice dataset
    Macro Precision· 2023-02-17
    0.9873
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • COVID-19 DiagnosisonLarge COVID-19 CT scan slice dataset
    Macro Recall· 2023-02-17
    0.9872
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • COVID-19 DiagnosisonLarge COVID-19 CT scan slice dataset
    Micro Precision· 2023-02-17
    0.9872
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004
  • COVID-19 DiagnosisonLarge COVID-19 CT scan slice dataset
    Specificity· 2023-02-17
    0.9936
    SOTA
    CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19arXiv:2302.09004