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Models/WeakSAM-MIST-Faster RCNN (with SAM)

WeakSAM-MIST-Faster RCNN (with SAM)

Reported on 15 benchmarks across 5 tasks · 1 paper

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

Methodology12 results

  • 3DonMS-COCO-2014
    AP· 2024-02-22
    23.8
    best: 26.6 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • 3DonPASCAL VOC 2007
    MAP· 2024-02-22
    71.8
    best: 73.4 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • 3DonPASCAL VOC 2012 test
    MAP· 2024-02-22
    69.2
    best: 70.2 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • 2D ClassificationonMS-COCO-2014
    AP· 2024-02-22
    23.8
    best: 26.6 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • 2D ClassificationonPASCAL VOC 2007
    MAP· 2024-02-22
    71.8
    best: 73.4 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • 2D ClassificationonPASCAL VOC 2012 test
    MAP· 2024-02-22
    69.2
    best: 70.2 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • 2D Object DetectiononMS-COCO-2014
    AP· 2024-02-22
    23.8
    best: 26.6 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • 2D Object DetectiononPASCAL VOC 2007
    MAP· 2024-02-22
    71.8
    best: 73.4 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • 2D Object DetectiononPASCAL VOC 2012 test
    MAP· 2024-02-22
    69.2
    best: 70.2 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • 16konMS-COCO-2014
    AP· 2024-02-22
    23.8
    best: 26.6 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • 16konPASCAL VOC 2007
    MAP· 2024-02-22
    71.8
    best: 73.4 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • 16konPASCAL VOC 2012 test
    MAP· 2024-02-22
    69.2
    best: 70.2 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812

Computer Vision3 results

  • Object DetectiononMS-COCO-2014
    AP· 2024-02-22
    23.8
    best: 26.6 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Object DetectiononPASCAL VOC 2007
    MAP· 2024-02-22
    71.8
    best: 73.4 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812
  • Object DetectiononPASCAL VOC 2012 test
    MAP· 2024-02-22
    69.2
    best: 70.2 (WeakSAM-MIST-DINO (with SAM))
    WeakSAM: Segment Anything Meets Weakly-supervised Instance-level RecognitionarXiv:2402.14812