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Models/MaskDistill+CRF

MaskDistill+CRF

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

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

Medical2 results

  • Semantic SegmentationonPASCAL VOC 2012 val
    Clustering [mIoU]· uses extra data· 2022-06-13
    48.9
    best: 53.4 (CAUSE (iBOT, ViT-B/16))
    SOTA
    Discovering Object Masks with Transformers for Unsupervised Semantic SegmentationarXiv:2206.06363
  • Semantic SegmentationonPASCAL VOC 2012 val
    Linear Classifier [mIoU]· uses extra data· 2022-06-13
    62.8
    best: 75.7 (HCL (ViT-S/8))
    Discovering Object Masks with Transformers for Unsupervised Semantic SegmentationarXiv:2206.06363

Computer Vision2 results

  • Unsupervised Semantic SegmentationonPASCAL VOC 2012 val
    Clustering [mIoU]· uses extra data· 2022-06-13
    48.9
    best: 53.4 (CAUSE (iBOT, ViT-B/16))
    SOTA
    Discovering Object Masks with Transformers for Unsupervised Semantic SegmentationarXiv:2206.06363
  • Unsupervised Semantic SegmentationonPASCAL VOC 2012 val
    Linear Classifier [mIoU]· uses extra data· 2022-06-13
    62.8
    best: 75.7 (HCL (ViT-S/8))
    Discovering Object Masks with Transformers for Unsupervised Semantic SegmentationarXiv:2206.06363

Audio2 results

  • 10-shot image generationonPASCAL VOC 2012 val
    Clustering [mIoU]· uses extra data· 2022-06-13
    48.9
    best: 53.4 (CAUSE (iBOT, ViT-B/16))
    SOTA
    Discovering Object Masks with Transformers for Unsupervised Semantic SegmentationarXiv:2206.06363
  • 10-shot image generationonPASCAL VOC 2012 val
    Linear Classifier [mIoU]· uses extra data· 2022-06-13
    62.8
    best: 75.7 (HCL (ViT-S/8))
    Discovering Object Masks with Transformers for Unsupervised Semantic SegmentationarXiv:2206.06363