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Models/CDMamba

CDMamba

Reported on 10 benchmarks across 1 task · 1 paper

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

Computer Vision10 results

  • Change DetectiononLEVIR+
    F1· 2024-06-06
    83.01
    best: 88.39 (ChangeMamba)
    CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionarXiv:2406.04207
  • Change DetectiononLEVIR+
    IoU· 2024-06-06
    70.95
    best: 79.2 (ChangeMamba)
    CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionarXiv:2406.04207
  • Change DetectiononLEVIR+
    OA· 2024-06-06
    98.65
    best: 99.06 (ChangeMamba)
    CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionarXiv:2406.04207
  • Change DetectiononLEVIR+
    Prcision· 2024-06-06
    85.11
    best: 89.24 (ChangeMamba)
    CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionarXiv:2406.04207
  • Change DetectiononLEVIR+
    Recall· 2024-06-06
    81
    best: 87.57 (ChangeMamba)
    CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionarXiv:2406.04207
  • Change DetectiononWHU-CD
    F1· 2024-06-06
    93.76
    best: 95.24 (CLAFA-LWGANet L2)
    CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionarXiv:2406.04207
  • Change DetectiononWHU-CD
    IoU· 2024-06-06
    88.26
    best: 90.92 (CLAFA-LWGANet L2)
    CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionarXiv:2406.04207
  • Change DetectiononWHU-CD
    Overall Accuracy· 2024-06-06
    99.51
    best: 99.58 (ChangeMamba)
    CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionarXiv:2406.04207
  • Change DetectiononWHU-CD
    Precision· 2024-06-06
    95.58
    best: 96.57 (C2FNet)
    CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionarXiv:2406.04207
  • Change DetectiononWHU-CD
    Recall· 2024-06-06
    92.01
    best: 93.6 (BiFA)
    CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change DetectionarXiv:2406.04207