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Models/SpatialFlow(ResNet-101-FPN)

SpatialFlow(ResNet-101-FPN)

Reported on 9 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.

Medical3 results

  • Semantic SegmentationonCOCO test-dev
    PQ· 2019-10-19
    48.5
    best: 59.5 (Mask DINO (single scale))
    SOTA
    SpatialFlow: Bridging All Tasks for Panoptic SegmentationarXiv:1910.08787
  • Semantic SegmentationonCOCO test-dev
    PQst· 2019-10-19
    37.9
    best: 58.9 (MaskConver (ResNet50, single-scale))
    SOTA
    SpatialFlow: Bridging All Tasks for Panoptic SegmentationarXiv:1910.08787
  • Semantic SegmentationonCOCO test-dev
    PQth· 2019-10-19
    55.5
    best: 65.1 (Mask2Former (Swin-L))
    SpatialFlow: Bridging All Tasks for Panoptic SegmentationarXiv:1910.08787

Audio3 results

  • 10-shot image generationonCOCO test-dev
    PQ· 2019-10-19
    48.5
    best: 59.5 (Mask DINO (single scale))
    SOTA
    SpatialFlow: Bridging All Tasks for Panoptic SegmentationarXiv:1910.08787
  • 10-shot image generationonCOCO test-dev
    PQst· 2019-10-19
    37.9
    best: 58.9 (MaskConver (ResNet50, single-scale))
    SOTA
    SpatialFlow: Bridging All Tasks for Panoptic SegmentationarXiv:1910.08787
  • 10-shot image generationonCOCO test-dev
    PQth· 2019-10-19
    55.5
    best: 65.1 (Mask2Former (Swin-L))
    SpatialFlow: Bridging All Tasks for Panoptic SegmentationarXiv:1910.08787

Computer Vision3 results

  • Panoptic SegmentationonCOCO test-dev
    PQ· 2019-10-19
    48.5
    best: 59.5 (Mask DINO (single scale))
    SOTA
    SpatialFlow: Bridging All Tasks for Panoptic SegmentationarXiv:1910.08787
  • Panoptic SegmentationonCOCO test-dev
    PQst· 2019-10-19
    37.9
    best: 58.9 (MaskConver (ResNet50, single-scale))
    SOTA
    SpatialFlow: Bridging All Tasks for Panoptic SegmentationarXiv:1910.08787
  • Panoptic SegmentationonCOCO test-dev
    PQth· 2019-10-19
    55.5
    best: 65.1 (Mask2Former (Swin-L))
    SpatialFlow: Bridging All Tasks for Panoptic SegmentationarXiv:1910.08787