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Models/CDMaskFormer

CDMaskFormer

Reported on 20 benchmarks across 1 task · 1 paper · 4 SOTA

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

Computer Vision20 results

  • Change DetectiononSYSU-CD
    Overall Accuracy· 2024-06-21
    91.47
    SOTA
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononSYSU-CD
    Recall· 2024-06-21
    87.25
    SOTA
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononDSIFN-CD
    IoU· 2024-06-21
    59.68
    best: 81.1 (FTAN)
    SOTA
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononDSIFN-CD
    Precision· 2024-06-21
    75.96
    best: 90.54 (FTAN)
    SOTA
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononSYSU-CD
    F1· 2024-06-21
    82.84
    best: 84.58 (SChanger-small)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononSYSU-CD
    IoU· 2024-06-21
    70.7
    best: 71.1 (ChangeMamba)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononSYSU-CD
    Precision· 2024-06-21
    78.85
    best: 87.07 (MaskCD)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononDSIFN-CD
    F1· 2024-06-21
    74.75
    best: 96.65 (DDPM-CD)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononDSIFN-CD
    Overall Accuracy· 2024-06-21
    91.55
    best: 97.09 (DDPM-CD)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononDSIFN-CD
    Recall· 2024-06-21
    73.57
    best: 88.61 (FTAN)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononWHU-CD
    F1· 2024-06-21
    91.56
    best: 95.24 (CLAFA-LWGANet L2)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononWHU-CD
    IoU· 2024-06-21
    84.44
    best: 90.92 (CLAFA-LWGANet L2)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononWHU-CD
    Overall Accuracy· 2024-06-21
    99.23
    best: 99.58 (ChangeMamba)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononWHU-CD
    Precision· 2024-06-21
    92.25
    best: 96.57 (C2FNet)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononWHU-CD
    Recall· 2024-06-21
    90.89
    best: 93.6 (BiFA)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononLEVIR-CD
    F1· 2024-06-21
    90.66
    best: 92.87 (SChanger-base)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononLEVIR-CD
    IoU· 2024-06-21
    82.92
    best: 93.69 (C2FNet)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononLEVIR-CD
    Overall Accuracy· 2024-06-21
    99.06
    best: 99.2 (TTP)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononLEVIR-CD
    Precision· 2024-06-21
    92.01
    best: 93.4 (ChangeCLIP)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320
  • Change DetectiononLEVIR-CD
    Recall· 2024-06-21
    89.35
    best: 91.7 (TTP)
    Rethinking Remote Sensing Change Detection With A Mask ViewarXiv:2406.15320