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Models/WeakSAM-Mask RCNN (with SAM)

WeakSAM-Mask RCNN (with SAM)

Reported on 10 benchmarks across 1 task · 1 paper

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
    70.3
    best: 73.4 (WeakSAM-Mask2Former (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.5· 2024-02-22
    59.6
    best: 64.4 (WeakSAM-Mask2Former (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.7· 2024-02-22
    43.1
    best: 49.7 (WeakSAM-Mask2Former (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.75· 2024-02-22
    36.2
    best: 45.3 (WeakSAM-Mask2Former (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO 2017 val
    AP· 2024-02-22
    20.6
    best: 45.1 (SparK (ConvNeXt V1-B Mask R-CNN))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO 2017 val
    AP@50· 2024-02-22
    33.9
    best: 38.4 (WeakSAM-Mask2Former (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO 2017 val
    AP@75· 2024-02-22
    22
    best: 27 (WeakSAM-Mask2Former (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO test-dev
    AP· 2024-02-22
    21
    best: 25.9 (WeakSAM-Mask2Former (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO test-dev
    AP@50· 2024-02-22
    34.5
    best: 39.9 (WeakSAM-Mask2Former (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Instance SegmentationonCOCO test-dev
    AP@75· 2024-02-22
    22.2
    best: 27.9 (WeakSAM-Mask2Former (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812