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Models/WeakSAM-Mask2Former (with SAM)

WeakSAM-Mask2Former (with SAM)

Reported on 10 benchmarks across 1 task · 1 paper · 9 SOTA

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

Computer Vision10 results

  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.25· 2024-02-22
    73.4
    SOTA
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.5· 2024-02-22
    64.4
    SOTA
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.7· 2024-02-22
    49.7
    SOTA
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.75· 2024-02-22
    45.3
    SOTA
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO 2017 val
    AP@50· 2024-02-22
    38.4
    SOTA
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO 2017 val
    AP@75· 2024-02-22
    27
    SOTA
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO test-dev
    AP· 2024-02-22
    25.9
    SOTA
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO test-dev
    AP@50· 2024-02-22
    39.9
    SOTA
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO test-dev
    AP@75· 2024-02-22
    27.9
    SOTA
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO 2017 val
    AP· 2024-02-22
    25.2
    best: 45.1 (SparK (ConvNeXt V1-B Mask R-CNN))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812