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Models/DiffMatte

DiffMatte

Reported on 13 benchmarks across 1 task · 1 paper · 1 SOTA

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

Computer Vision13 results

  • Image MattingonAIM-500
    MSE· uses extra data· 2023-12-10
    0.0033
    SOTA
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonDistinctions-646
    Conn· 2023-12-10
    13.29
    best: 40.56 (PP-Matting)
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonDistinctions-646
    Grad· 2023-12-10
    7.2
    best: 43.91 (PP-Matting)
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonDistinctions-646
    MSE· 2023-12-10
    0.0015
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonDistinctions-646
    SAD· 2023-12-10
    15.5
    best: 40.69 (PP-Matting)
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonComposition-1K
    Conn· 2023-12-10
    11.42
    best: 50.8 (DIM)
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonComposition-1K
    Grad· 2023-12-10
    5.13
    best: 31 (DIM)
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonComposition-1K
    MSE· 2023-12-10
    2.26
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonComposition-1K
    SAD· 2023-12-10
    17.15
    best: 46.22 (PP-Matting)
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonAIM-500
    Conn.· uses extra data· 2023-12-10
    15.98
    best: 181.26 (LF)
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonAIM-500
    Grad.· uses extra data· 2023-12-10
    15.68
    best: 115.29 (SHM)
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonAIM-500
    MAD· uses extra data· 2023-12-10
    0.0098
    best: 0.113 (LF)
    Diffusion for Natural Image MattingarXiv:2312.05915
  • Image MattingonAIM-500
    SAD· uses extra data· 2023-12-10
    16.31
    best: 191.74 (LF)
    Diffusion for Natural Image MattingarXiv:2312.05915