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Models/SiamixFormer-5

SiamixFormer-5

Reported on 8 benchmarks across 1 task · 1 paper · 6 SOTA

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

Methodology8 results

  • Remote SensingonCDD Dataset (season-varying)
    IoU· 2022-08-01
    94.51
    best: 95.11 (SARAS-Net)
    SOTA
    SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing imagesarXiv:2208.00657
  • Remote SensingonLEVIR-CD
    IoU· 2022-08-01
    85.38
    best: 85.76 (Changer (Ex, ResNeSt101))
    SOTA
    SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing imagesarXiv:2208.00657
  • Remote SensingonWHU Building Dataset
    F1· 2022-08-01
    96.69
    SOTA
    SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing imagesarXiv:2208.00657
  • Remote SensingonWHU Building Dataset
    IoU· 2022-08-01
    93.58
    SOTA
    SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing imagesarXiv:2208.00657
  • Remote SensingonxBD
    F1· 2022-08-01
    88.43
    SOTA
    SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing imagesarXiv:2208.00657
  • Remote SensingonxBD
    IoU· 2022-08-01
    79.26
    SOTA
    SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing imagesarXiv:2208.00657
  • Remote SensingonCDD Dataset (season-varying)
    F1-Score· 2022-08-01
    0.9713
    best: 0.9842 (P2V-CD)
    SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing imagesarXiv:2208.00657
  • Remote SensingonLEVIR-CD
    F1· 2022-08-01
    91.58
    best: 92.67 (MAE+MTP(ViT-L+RVSA))
    SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing imagesarXiv:2208.00657