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Models/DDPM-CD

DDPM-CD

Reported on 8 benchmarks across 1 task · 1 paper · 7 SOTA

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

Computer Vision8 results

  • Change DetectiononDSIFN-CD
    F1· 2022-06-23
    96.65
    SOTA
    DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change DetectionarXiv:2206.11892
  • Change DetectiononDSIFN-CD
    Overall Accuracy· 2022-06-23
    97.09
    SOTA
    DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change DetectionarXiv:2206.11892
  • Change DetectiononWHU-CD
    F1· 2022-06-23
    92.65
    best: 95.24 (CLAFA-LWGANet L2)
    SOTA
    DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change DetectionarXiv:2206.11892
  • Change DetectiononWHU-CD
    Overall Accuracy· 2022-06-23
    99.42
    best: 99.58 (ChangeMamba)
    SOTA
    DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change DetectionarXiv:2206.11892
  • Change DetectiononLEVIR-CD
    Overall Accuracy· 2022-06-23
    99.09
    best: 99.2 (TTP)
    SOTA
    DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change DetectionarXiv:2206.11892
  • Change DetectiononCDD Dataset (season-varying)
    F1-Score· 2022-06-23
    95.62
    best: 98.42 (P2V-CD)
    SOTA
    DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change DetectionarXiv:2206.11892
  • Change DetectiononCDD Dataset (season-varying)
    Overall Accuracy· 2022-06-23
    98.98
    best: 99.48 (ChangeCLIP)
    SOTA
    DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change DetectionarXiv:2206.11892
  • Change DetectiononLEVIR-CD
    F1· 2022-06-23
    90.91
    best: 92.87 (SChanger-base)
    DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change DetectionarXiv:2206.11892