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Models/SRC-Net

SRC-Net

Reported on 14 benchmarks across 2 tasks · 1 paper · 1 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-CD
    F1· 2024-06-09
    92.06
    best: 95.24 (CLAFA-LWGANet L2)
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Change DetectiononWHU-CD
    IoU· 2024-06-09
    85.28
    best: 90.92 (CLAFA-LWGANet L2)
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Change DetectiononWHU-CD
    Overall Accuracy· 2024-06-09
    99.3
    best: 99.58 (ChangeMamba)
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Change DetectiononWHU-CD
    Precision· 2024-06-09
    92.57
    best: 96.57 (C2FNet)
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Change DetectiononWHU-CD
    Recall· 2024-06-09
    91.55
    best: 93.6 (BiFA)
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Change DetectiononLEVIR-CD
    F1· 2024-06-09
    92.24
    best: 92.87 (SChanger-base)
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Change DetectiononLEVIR-CD
    F1-score· 2024-06-09
    92.24
    best: 99.18 (C2FNet)
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Change DetectiononLEVIR-CD
    IoU· 2024-06-09
    85.6
    best: 93.69 (C2FNet)
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668

Methodology6 results

  • Remote SensingonWHU Building Dataset
    Params(M)· 2024-06-09
    5.17
    SOTA
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Remote SensingonWHU Building Dataset
    F1· 2024-06-09
    92.06
    best: 96.69 (SiamixFormer-5)
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Remote SensingonWHU Building Dataset
    IoU· 2024-06-09
    85.28
    best: 93.58 (SiamixFormer-5)
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Remote SensingonLEVIR-CD
    F1· 2024-06-09
    92.24
    best: 92.67 (MAE+MTP(ViT-L+RVSA))
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Remote SensingonLEVIR-CD
    IoU· 2024-06-09
    85.6
    best: 85.76 (Changer (Ex, ResNeSt101))
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668
  • Remote SensingonLEVIR-CD
    Params(M)· 2024-06-09
    5.17
    best: 335 (IMP+MTP(InternImage-XL))
    SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change DetectionarXiv:2406.05668