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Models/BESTIE (proposal-free)

BESTIE (proposal-free)

Reported on 10 benchmarks across 1 task · 1 paper · 10 SOTA

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

Computer Vision20 results

  • Instance SegmentationonCOCO 2017 val
    AP· 2021-09-20
    17.7
    best: 45.1 (SparK (ConvNeXt V1-B Mask R-CNN))
    SOTA
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonCOCO 2017 val
    AP@50· 2021-09-20
    34
    best: 38.4 (WeakSAM-Mask2Former (with SAM))
    SOTA
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonCOCO 2017 val
    AP@75· 2021-09-20
    16.4
    best: 27 (WeakSAM-Mask2Former (with SAM))
    SOTA
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.25· 2021-09-20
    66.4
    best: 73.4 (WeakSAM-Mask2Former (with SAM))
    SOTA
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.5· 2021-09-20
    56.1
    best: 64.4 (WeakSAM-Mask2Former (with SAM))
    SOTA
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.7· 2021-09-20
    36.5
    best: 49.7 (WeakSAM-Mask2Former (with SAM))
    SOTA
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.75· 2021-09-20
    30.2
    best: 45.3 (WeakSAM-Mask2Former (with SAM))
    SOTA
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonCOCO test-dev
    AP· 2021-09-20
    17.8
    best: 25.9 (WeakSAM-Mask2Former (with SAM))
    SOTA
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonCOCO test-dev
    AP@50· 2021-09-20
    34.1
    best: 39.9 (WeakSAM-Mask2Former (with SAM))
    SOTA
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonCOCO test-dev
    AP@75· 2021-09-20
    16.7
    best: 27.9 (WeakSAM-Mask2Former (with SAM))
    SOTA
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.25· 2021-09-20
    61.2
    best: 73.4 (WeakSAM-Mask2Former (with SAM))
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.5· 2021-09-20
    51
    best: 64.4 (WeakSAM-Mask2Former (with SAM))
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.7· 2021-09-20
    31.9
    best: 49.7 (WeakSAM-Mask2Former (with SAM))
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.75· 2021-09-20
    26.6
    best: 45.3 (WeakSAM-Mask2Former (with SAM))
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonCOCO 2017 val
    AP· 2021-09-20
    14.3
    best: 45.1 (SparK (ConvNeXt V1-B Mask R-CNN))
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonCOCO 2017 val
    AP@50· 2021-09-20
    28
    best: 38.4 (WeakSAM-Mask2Former (with SAM))
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonCOCO 2017 val
    AP@75· 2021-09-20
    13.2
    best: 27 (WeakSAM-Mask2Former (with SAM))
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonCOCO test-dev
    AP· 2021-09-20
    14.4
    best: 25.9 (WeakSAM-Mask2Former (with SAM))
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonCOCO test-dev
    AP@50· 2021-09-20
    28
    best: 39.9 (WeakSAM-Mask2Former (with SAM))
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477
  • Instance SegmentationonCOCO test-dev
    AP@75· 2021-09-20
    13.5
    best: 27.9 (WeakSAM-Mask2Former (with SAM))
    Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-RefinementarXiv:2109.09477