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Models/SemiCD

SemiCD

Reported on 8 benchmarks across 1 task · 1 paper · 8 SOTA

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

Computer Vision8 results

  • Change DetectiononWHU - 20% labeled data
    IoU· 2022-04-18
    74.8
    best: 87.9 (UniMatch V2)
    SOTA
    Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing ImagesarXiv:2204.08454
  • Change DetectiononWHU - 5% labeled data
    IoU· 2022-04-18
    65.8
    best: 81.8 (DiffMatch)
    SOTA
    Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing ImagesarXiv:2204.08454
  • Change DetectiononWHU - 10% labeled data
    IoU· 2022-04-18
    68.1
    best: 83.2 (DiffMatch)
    SOTA
    Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing ImagesarXiv:2204.08454
  • Change DetectiononWHU - 40% labeled data
    IoU· 2022-04-18
    77.2
    best: 88.6 (UniMatch V2)
    SOTA
    Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing ImagesarXiv:2204.08454
  • Change DetectiononLEVIR-CD - 10% labeled data
    IoU· 2022-04-18
    75.5
    best: 83.8 (UniMatch V2)
    SOTA
    Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing ImagesarXiv:2204.08454
  • Change DetectiononLEVIR-CD - 5% labeled data
    IoU· 2022-04-18
    72.5
    best: 83.3 (UniMatch V2)
    SOTA
    Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing ImagesarXiv:2204.08454
  • Change DetectiononLEVIR-CD - 20% labeled data
    IoU· 2022-04-18
    76.2
    best: 84.3 (UniMatch V2)
    SOTA
    Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing ImagesarXiv:2204.08454
  • Change DetectiononLEVIR-CD - 40% labeled data
    IoU· 2022-04-18
    77.2
    best: 84.62 (C2F-SemiCD)
    SOTA
    Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing ImagesarXiv:2204.08454