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Models/SARAS-Net

SARAS-Net

Reported on 7 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Methodology4 results

  • Remote SensingonCDD Dataset (season-varying)
    F1-Score· 2022-12-02
    0.9749
    best: 0.9842 (P2V-CD)
    SOTA
    SARAS-Net: Scale and Relation Aware Siamese Network for Change DetectionarXiv:2212.01287
  • Remote SensingonCDD Dataset (season-varying)
    IoU· 2022-12-02
    95.11
    SOTA
    SARAS-Net: Scale and Relation Aware Siamese Network for Change DetectionarXiv:2212.01287
  • Remote SensingonLEVIR-CD
    F1· uses extra data· 2022-12-02
    91.91
    best: 92.67 (MAE+MTP(ViT-L+RVSA))
    SARAS-Net: Scale and Relation Aware Siamese Network for Change DetectionarXiv:2212.01287
  • Remote SensingonLEVIR-CD
    IoU· uses extra data· 2022-12-02
    84.95
    best: 85.76 (Changer (Ex, ResNeSt101))
    SARAS-Net: Scale and Relation Aware Siamese Network for Change DetectionarXiv:2212.01287

Computer Vision3 results

  • Change DetectiononDSIFN-CD
    IoU· 2022-12-02
    51.04
    best: 81.1 (FTAN)
    SOTA
    SARAS-Net: Scale and Relation Aware Siamese Network for Change DetectionarXiv:2212.01287
  • Change DetectiononDSIFN-CD
    F1· 2022-12-02
    67.58
    best: 96.65 (DDPM-CD)
    SARAS-Net: Scale and Relation Aware Siamese Network for Change DetectionarXiv:2212.01287
  • Change DetectiononDSIFN-CD
    Overall Accuracy· 2022-12-02
    89.01
    best: 97.09 (DDPM-CD)
    SARAS-Net: Scale and Relation Aware Siamese Network for Change DetectionarXiv:2212.01287