Arun et al.

Computer Vision4 results

• Instance SegmentationonPASCAL VOC 2012 val

  mAP@0.25· uses extra data· 2020-07-18

  59.7

  best: 73.4 (WeakSAM-Mask2Former (with SAM))

  SOTA
  Weakly Supervised Instance Segmentation by Learning Annotation Consistent InstancesarXiv:2007.09397
• Instance SegmentationonPASCAL VOC 2012 val

  mAP@0.5· uses extra data· 2020-07-18

  50.9

  best: 64.4 (WeakSAM-Mask2Former (with SAM))

  SOTA
  Weakly Supervised Instance Segmentation by Learning Annotation Consistent InstancesarXiv:2007.09397
• Instance SegmentationonPASCAL VOC 2012 val

  mAP@0.7· uses extra data· 2020-07-18

  30.2

  best: 49.7 (WeakSAM-Mask2Former (with SAM))

  SOTA
  Weakly Supervised Instance Segmentation by Learning Annotation Consistent InstancesarXiv:2007.09397
• Instance SegmentationonPASCAL VOC 2012 val

  mAP@0.75· uses extra data· 2020-07-18

  28.5

  best: 45.3 (WeakSAM-Mask2Former (with SAM))

  SOTA
  Weakly Supervised Instance Segmentation by Learning Annotation Consistent InstancesarXiv:2007.09397