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Models/MagicBrush

MagicBrush

Reported on 10 benchmarks across 1 task · 1 paper · 5 SOTA

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

Computer Vision10 results

  • Image EditingonImgEdit-Data
    Add· 2023-06-16
    2.84
    best: 4.19 (BAGEL-NHR-EDIT)
    SOTA
    MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image EditingarXiv:2306.10012
  • Image EditingonImgEdit-Data
    Background· 2023-06-16
    1.75
    best: 3.42 (BAGEL-NHR-EDIT)
    SOTA
    MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image EditingarXiv:2306.10012
  • Image EditingonImgEdit-Data
    Extract· 2023-06-16
    1.51
    best: 2.27 (UniWorld-V1)
    SOTA
    MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image EditingarXiv:2306.10012
  • Image EditingonImgEdit-Data
    Hybrid· 2023-06-16
    1.62
    best: 2.96 (UniWorld-V1)
    SOTA
    MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image EditingarXiv:2306.10012
  • Image EditingonImgEdit-Data
    Remove· 2023-06-16
    1.58
    best: 3.24 (UniWorld-V1)
    SOTA
    MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image EditingarXiv:2306.10012
  • Image EditingonImgEdit-Data
    Action· 2023-06-16
    1.22
    best: 4.17 (BAGEL)
    MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image EditingarXiv:2306.10012
  • Image EditingonImgEdit-Data
    Adjust· 2023-06-16
    1.58
    best: 3.64 (UniWorld-V1)
    MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image EditingarXiv:2306.10012
  • Image EditingonImgEdit-Data
    Overall· 2023-06-16
    1.83
    best: 3.39 (BAGEL-NHR-EDIT)
    MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image EditingarXiv:2306.10012
  • Image EditingonImgEdit-Data
    Replace· 2023-06-16
    1.97
    best: 3.77 (BAGEL-NHR-EDIT)
    MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image EditingarXiv:2306.10012
  • Image EditingonImgEdit-Data
    Style· 2023-06-16
    2.38
    best: 4.63 (Step1X-Edit)
    MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image EditingarXiv:2306.10012