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Models/kMaX-DeepLab (single-scale, pseudo-labels)

kMaX-DeepLab (single-scale, pseudo-labels)

Reported on 9 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.

Medical3 results

  • Semantic SegmentationonCOCO minival
    PQst· uses extra data· 2022-07-08
    48.8
    best: 49.2 (OneFormer (InternImage-H,single-scale))
    SOTA
    kMaX-DeepLab: k-means Mask TransformerarXiv:2207.04044
  • Semantic SegmentationonCOCO minival
    PQ· uses extra data· 2022-07-08
    58.1
    best: 61.2 (HyperSeg (Swin-B))
    kMaX-DeepLab: k-means Mask TransformerarXiv:2207.04044
  • Semantic SegmentationonCOCO minival
    PQth· uses extra data· 2022-07-08
    64.3
    best: 67.1 (OneFormer (InternImage-H,single-scale))
    kMaX-DeepLab: k-means Mask TransformerarXiv:2207.04044

Audio3 results

  • 10-shot image generationonCOCO minival
    PQst· uses extra data· 2022-07-08
    48.8
    best: 49.2 (OneFormer (InternImage-H,single-scale))
    SOTA
    kMaX-DeepLab: k-means Mask TransformerarXiv:2207.04044
  • 10-shot image generationonCOCO minival
    PQ· uses extra data· 2022-07-08
    58.1
    best: 61.2 (HyperSeg (Swin-B))
    kMaX-DeepLab: k-means Mask TransformerarXiv:2207.04044
  • 10-shot image generationonCOCO minival
    PQth· uses extra data· 2022-07-08
    64.3
    best: 67.1 (OneFormer (InternImage-H,single-scale))
    kMaX-DeepLab: k-means Mask TransformerarXiv:2207.04044

Computer Vision3 results

  • Panoptic SegmentationonCOCO minival
    PQst· uses extra data· 2022-07-08
    48.8
    best: 49.2 (OneFormer (InternImage-H,single-scale))
    SOTA
    kMaX-DeepLab: k-means Mask TransformerarXiv:2207.04044
  • Panoptic SegmentationonCOCO minival
    PQ· uses extra data· 2022-07-08
    58.1
    best: 61.2 (HyperSeg (Swin-B))
    kMaX-DeepLab: k-means Mask TransformerarXiv:2207.04044
  • Panoptic SegmentationonCOCO minival
    PQth· uses extra data· 2022-07-08
    64.3
    best: 67.1 (OneFormer (InternImage-H,single-scale))
    kMaX-DeepLab: k-means Mask TransformerarXiv:2207.04044