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Models/UniLSeg-20

UniLSeg-20

Reported on 10 benchmarks across 2 tasks · 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 SegmentationonRefCOCOg-test
    Overall IoU· uses extra data· 2023-12-04
    79.47
    best: 80.54 (UniLSeg-100)
    Universal Segmentation at Arbitrary Granularity with Language InstructionarXiv:2312.01623
  • Instance SegmentationonRefCOCO+ val
    Overall IoU· uses extra data· 2023-12-04
    72.7
    best: 79.4 (MLCD-Seg-7B)
    Universal Segmentation at Arbitrary Granularity with Language InstructionarXiv:2312.01623
  • Instance SegmentationonRefCOCO+ test B
    Overall IoU· uses extra data· 2023-12-04
    66.99
    best: 75.6 (MLCD-Seg-7B)
    Universal Segmentation at Arbitrary Granularity with Language InstructionarXiv:2312.01623
  • Instance SegmentationonRefCOCO+ testA
    Overall IoU· uses extra data· 2023-12-04
    77.02
    best: 83.5 (HyperSeg)
    Universal Segmentation at Arbitrary Granularity with Language InstructionarXiv:2312.01623
  • Instance SegmentationonRefCOCOg-val
    Overall IoU· uses extra data· 2023-12-04
    78.41
    best: 79.9 (MLCD-Seg-7B)
    Universal Segmentation at Arbitrary Granularity with Language InstructionarXiv:2312.01623
  • Referring Expression SegmentationonRefCOCOg-test
    Overall IoU· uses extra data· 2023-12-04
    79.47
    best: 80.54 (UniLSeg-100)
    Universal Segmentation at Arbitrary Granularity with Language InstructionarXiv:2312.01623
  • Referring Expression SegmentationonRefCOCO+ val
    Overall IoU· uses extra data· 2023-12-04
    72.7
    best: 79.4 (MLCD-Seg-7B)
    Universal Segmentation at Arbitrary Granularity with Language InstructionarXiv:2312.01623
  • Referring Expression SegmentationonRefCOCO+ test B
    Overall IoU· uses extra data· 2023-12-04
    66.99
    best: 75.6 (MLCD-Seg-7B)
    Universal Segmentation at Arbitrary Granularity with Language InstructionarXiv:2312.01623
  • Referring Expression SegmentationonRefCOCO+ testA
    Overall IoU· uses extra data· 2023-12-04
    77.02
    best: 83.5 (HyperSeg)
    Universal Segmentation at Arbitrary Granularity with Language InstructionarXiv:2312.01623
  • Referring Expression SegmentationonRefCOCOg-val
    Overall IoU· uses extra data· 2023-12-04
    78.41
    best: 79.9 (MLCD-Seg-7B)
    Universal Segmentation at Arbitrary Granularity with Language InstructionarXiv:2312.01623