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Models/UPSNet (ResNet-101-FPN)

UPSNet (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· 2019-01-12
    46.6
    best: 59.5 (Mask DINO (single scale))
    SOTA
    UPSNet: A Unified Panoptic Segmentation NetworkarXiv:1901.03784
  • Semantic SegmentationonCOCO test-dev
    PQst· 2019-01-12
    36.7
    best: 58.9 (MaskConver (ResNet50, single-scale))
    SOTA
    UPSNet: A Unified Panoptic Segmentation NetworkarXiv:1901.03784
  • Semantic SegmentationonCOCO test-dev
    PQth· 2019-01-12
    53.2
    best: 65.1 (Mask2Former (Swin-L))
    UPSNet: A Unified Panoptic Segmentation NetworkarXiv:1901.03784

Audio3 results

  • 10-shot image generationonCOCO test-dev
    PQ· 2019-01-12
    46.6
    best: 59.5 (Mask DINO (single scale))
    SOTA
    UPSNet: A Unified Panoptic Segmentation NetworkarXiv:1901.03784
  • 10-shot image generationonCOCO test-dev
    PQst· 2019-01-12
    36.7
    best: 58.9 (MaskConver (ResNet50, single-scale))
    SOTA
    UPSNet: A Unified Panoptic Segmentation NetworkarXiv:1901.03784
  • 10-shot image generationonCOCO test-dev
    PQth· 2019-01-12
    53.2
    best: 65.1 (Mask2Former (Swin-L))
    UPSNet: A Unified Panoptic Segmentation NetworkarXiv:1901.03784

Computer Vision3 results

  • Panoptic SegmentationonCOCO test-dev
    PQ· 2019-01-12
    46.6
    best: 59.5 (Mask DINO (single scale))
    SOTA
    UPSNet: A Unified Panoptic Segmentation NetworkarXiv:1901.03784
  • Panoptic SegmentationonCOCO test-dev
    PQst· 2019-01-12
    36.7
    best: 58.9 (MaskConver (ResNet50, single-scale))
    SOTA
    UPSNet: A Unified Panoptic Segmentation NetworkarXiv:1901.03784
  • Panoptic SegmentationonCOCO test-dev
    PQth· 2019-01-12
    53.2
    best: 65.1 (Mask2Former (Swin-L))
    UPSNet: A Unified Panoptic Segmentation NetworkarXiv:1901.03784