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Models/DynaSeg - FSF (ResNet-18 FPN)

DynaSeg - FSF (ResNet-18 FPN)

Reported on 6 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Medical2 results

  • Semantic SegmentationonCOCO-Stuff-27
    Clustering [Accuracy]· 2024-05-09
    81.1
    SOTA
    DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityarXiv:2405.05477
  • Semantic SegmentationonCOCO-Stuff-27
    Clustering [mIoU]· 2024-05-09
    54.1
    SOTA
    DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityarXiv:2405.05477

Computer Vision2 results

  • Unsupervised Semantic SegmentationonCOCO-Stuff-27
    Clustering [Accuracy]· 2024-05-09
    81.1
    SOTA
    DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityarXiv:2405.05477
  • Unsupervised Semantic SegmentationonCOCO-Stuff-27
    Clustering [mIoU]· 2024-05-09
    54.1
    SOTA
    DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityarXiv:2405.05477

Audio2 results

  • 10-shot image generationonCOCO-Stuff-27
    Clustering [Accuracy]· 2024-05-09
    81.1
    SOTA
    DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityarXiv:2405.05477
  • 10-shot image generationonCOCO-Stuff-27
    Clustering [mIoU]· 2024-05-09
    54.1
    SOTA
    DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityarXiv:2405.05477