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Models/CLIPMat (ViT-B/16)

CLIPMat (ViT-B/16)

Reported on 6 benchmarks across 1 task · 1 paper · 2 SOTA

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

Computer Vision18 results

  • Referring Image MattingonRefMatte
    MSE· 2022-06-10
    0.0028
    best: 0.0022 (CLIPMat (ViT-L/14))
    SOTA
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    MSE(E)· 2022-06-10
    0.0029
    best: 0.0023 (CLIPMat (ViT-L/14))
    SOTA
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    MAD· 2022-06-10
    0.0273
    best: 0.1222 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    MAD(E)· 2022-06-10
    0.0273
    best: 0.1282 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    MSE· 2022-06-10
    0.0245
    best: 0.0022 (CLIPMat (ViT-L/14))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    MSE(E)· 2022-06-10
    0.026
    best: 0.0023 (CLIPMat (ViT-L/14))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    SAD· 2022-06-10
    47.97
    best: 211.86 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    SAD(E)· 2022-06-10
    50.84
    best: 222.37 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    MAD· 2022-06-10
    0.0057
    best: 0.1222 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    MAD(E)· 2022-06-10
    0.0059
    best: 0.1282 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    SAD· 2022-06-10
    9.91
    best: 211.86 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    SAD(E)· 2022-06-10
    10.41
    best: 222.37 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    MAD· 2022-06-10
    0.0636
    best: 0.1222 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    MAD(E)· 2022-06-10
    0.0635
    best: 0.1282 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    MSE· 2022-06-10
    0.0614
    best: 0.0022 (CLIPMat (ViT-L/14))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    MSE(E)· 2022-06-10
    0.0612
    best: 0.0023 (CLIPMat (ViT-L/14))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    SAD· 2022-06-10
    110.66
    best: 211.86 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149
  • Referring Image MattingonRefMatte
    SAD(E)· 2022-06-10
    110.63
    best: 222.37 (CLIPSeg (ViT-B/16))
    Referring Image MattingarXiv:2206.05149