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Models/LIID

LIID

Reported on 10 benchmarks across 4 tasks

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

Computer Vision8 results

  • Weakly-supervised instance segmentationonPASCAL VOC 2012 val
    Average Best Overlap
    50.8
    best: 63 (BBAM)
  • Weakly-supervised instance segmentationonPASCAL VOC 2012 val
    mAP@0.5
    48.4
    best: 63.7 (BBAM)
  • Weakly-supervised instance segmentationonPASCAL VOC 2012 val
    mAP@0.75
    24.9
    best: 31.8 (BBAM)
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.5· uses extra data
    48.4
    best: 64.4 (WeakSAM-Mask2Former (with SAM))
  • Instance SegmentationonPASCAL VOC 2012 val
    mAP@0.75· uses extra data
    24.9
    best: 45.3 (WeakSAM-Mask2Former (with SAM))
  • Instance SegmentationonCOCO test-dev
    AP· uses extra data
    16
    best: 25.9 (WeakSAM-Mask2Former (with SAM))
  • Instance SegmentationonCOCO test-dev
    AP@50· uses extra data
    27.1
    best: 39.9 (WeakSAM-Mask2Former (with SAM))
  • Instance SegmentationonCOCO test-dev
    AP@75· uses extra data
    16.5
    best: 27.9 (WeakSAM-Mask2Former (with SAM))

Medical1 result

  • Semantic SegmentationonPASCAL VOC 2012 test
    Mean IoU
    67.5
    best: 82.9 (SemPLeS (Swin-L))

Audio1 result

  • 10-shot image generationonPASCAL VOC 2012 test
    Mean IoU
    67.5
    best: 82.9 (SemPLeS (Swin-L))