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Models/ReLA

ReLA

Reported on 12 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision12 results

  • Instance SegmentationongRefCOCO
    cIoU· 2023-06-01
    62.42
    best: 72 (DeRIS-L)
    SOTA
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968
  • Instance SegmentationongRefCOCO
    gIoU· 2023-06-01
    63.6
    best: 77.67 (DeRIS-L)
    SOTA
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968
  • Referring Expression SegmentationongRefCOCO
    cIoU· 2023-06-01
    62.42
    best: 72 (DeRIS-L)
    SOTA
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968
  • Referring Expression SegmentationongRefCOCO
    gIoU· 2023-06-01
    63.6
    best: 77.67 (DeRIS-L)
    SOTA
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968
  • Instance SegmentationonRefCoCo val
    Overall IoU· 2023-06-01
    73.82
    best: 85.41 (DeRIS-L)
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968
  • Instance SegmentationonRefCOCO+ val
    Overall IoU· 2023-06-01
    66.04
    best: 79.4 (MLCD-Seg-7B)
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968
  • Instance SegmentationonRefCOCO+ test B
    Overall IoU· 2023-06-01
    57.65
    best: 75.6 (MLCD-Seg-7B)
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968
  • Instance SegmentationonRefCOCO+ testA
    Overall IoU· 2023-06-01
    71.02
    best: 83.5 (HyperSeg)
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968
  • Referring Expression SegmentationonRefCoCo val
    Overall IoU· 2023-06-01
    73.82
    best: 85.41 (DeRIS-L)
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968
  • Referring Expression SegmentationonRefCOCO+ val
    Overall IoU· 2023-06-01
    66.04
    best: 79.4 (MLCD-Seg-7B)
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968
  • Referring Expression SegmentationonRefCOCO+ test B
    Overall IoU· 2023-06-01
    57.65
    best: 75.6 (MLCD-Seg-7B)
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968
  • Referring Expression SegmentationonRefCOCO+ testA
    Overall IoU· 2023-06-01
    71.02
    best: 83.5 (HyperSeg)
    GRES: Generalized Referring Expression SegmentationarXiv:2306.00968