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Models/C2F-SemiCD

C2F-SemiCD

Reported on 48 benchmarks across 1 task · 1 paper · 46 SOTA

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

Computer Vision48 results

  • Change DetectiononWHU - 20% labeled data
    F1· 2024-04-22
    90.07
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 20% labeled data
    IoU· 2024-04-22
    81.93
    best: 87.9 (UniMatch V2)
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 20% labeled data
    KC· 2024-04-22
    89.66
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 20% labeled data
    OA· 2024-04-22
    99.23
    best: 99.5 (UniMatch V2)
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 20% labeled data
    Precision· 2024-04-22
    91.83
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 20% labeled data
    Recall· 2024-04-22
    88.36
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 5% labeled data
    F1· 2024-04-22
    85.63
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 5% labeled data
    KC· 2024-04-22
    85.04
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 5% labeled data
    OA· 2024-04-22
    98.87
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 5% labeled data
    Precision· 2024-04-22
    86.51
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 5% labeled data
    Recall· 2024-04-22
    84.77
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 10% labeled data
    F1· 2024-04-22
    86.58
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 10% labeled data
    KC· 2024-04-22
    86.03
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 10% labeled data
    OA· 2024-04-22
    98.94
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 10% labeled data
    Precision· 2024-04-22
    87.35
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 10% labeled data
    Recall· 2024-04-22
    85.81
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 40% labeled data
    F1· 2024-04-22
    93.03
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 40% labeled data
    IoU· 2024-04-22
    86.97
    best: 88.6 (UniMatch V2)
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 40% labeled data
    KC· 2024-04-22
    92.74
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 40% labeled data
    OA· 2024-04-22
    99.45
    best: 99.52 (UniMatch V2)
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 40% labeled data
    Precision· 2024-04-22
    93.2
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 40% labeled data
    Recall· 2024-04-22
    92.86
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 10% labeled data
    F1· 2024-04-22
    90.8
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 10% labeled data
    IoU· 2024-04-22
    83.15
    best: 83.8 (UniMatch V2)
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 10% labeled data
    KC· 2024-04-22
    90.31
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 10% labeled data
    OA· 2024-04-22
    99.08
    best: 99.11 (UniMatch V2)
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 10% labeled data
    Precision· 2024-04-22
    92.44
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 10% labeled data
    Recall· 2024-04-22
    89.22
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 5% labeled data
    F1· 2024-04-22
    89.97
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 5% labeled data
    IoU· 2024-04-22
    81.76
    best: 83.3 (UniMatch V2)
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 5% labeled data
    KC· 2024-04-22
    89.44
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 5% labeled data
    OA· 2024-04-22
    98.99
    best: 99.08 (UniMatch V2)
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 5% labeled data
    Precision· 2024-04-22
    91.45
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 5% labeled data
    Recall· 2024-04-22
    88.53
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 20% labeled data
    F1· 2024-04-22
    91.16
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 20% labeled data
    IoU· 2024-04-22
    83.75
    best: 84.3 (UniMatch V2)
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 20% labeled data
    KC· 2024-04-22
    90.69
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 20% labeled data
    OA· 2024-04-22
    99.12
    best: 99.14 (UniMatch V2)
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 20% labeled data
    Precision· 2024-04-22
    93.26
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 20% labeled data
    Recall· 2024-04-22
    89.15
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 40% labeled data
    F1· 2024-04-22
    91.67
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 40% labeled data
    IoU· 2024-04-22
    84.62
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 40% labeled data
    KC· 2024-04-22
    91.23
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 40% labeled data
    OA· 2024-04-22
    99.17
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 40% labeled data
    Precision· 2024-04-22
    93.41
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononLEVIR-CD - 40% labeled data
    Recall· 2024-04-22
    89.99
    SOTA
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 5% labeled data
    IoU· 2024-04-22
    74.87
    best: 81.8 (DiffMatch)
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838
  • Change DetectiononWHU - 10% labeled data
    IoU· 2024-04-22
    76.33
    best: 83.2 (DiffMatch)
    C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing ImagesarXiv:2404.13838