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Models/Bian et al

Bian et al

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 Vision5 results

  • Depth EstimationonNYU-Depth V2 self-supervised
    Absolute relative error (AbsRel)· 2021-05-25
    0.157
    best: 0.126 (IndoorDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • Depth EstimationonNYU-Depth V2 self-supervised
    Root mean square error (RMSE)· 2021-05-25
    0.593
    best: 0.494 (IndoorDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • Depth EstimationonNYU-Depth V2 self-supervised
    delta_1· 2021-05-25
    78
    best: 84.5 (IndoorDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • Depth EstimationonNYU-Depth V2 self-supervised
    delta_2· 2021-05-25
    94
    best: 96.5 (IndoorDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • Depth EstimationonNYU-Depth V2 self-supervised
    delta_3· 2021-05-25
    98.4
    best: 99.1 (IndoorDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610

Methodology5 results

  • 3DonNYU-Depth V2 self-supervised
    Absolute relative error (AbsRel)· 2021-05-25
    0.157
    best: 0.126 (IndoorDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • 3DonNYU-Depth V2 self-supervised
    Root mean square error (RMSE)· 2021-05-25
    0.593
    best: 0.494 (IndoorDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • 3DonNYU-Depth V2 self-supervised
    delta_1· 2021-05-25
    78
    best: 84.5 (IndoorDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • 3DonNYU-Depth V2 self-supervised
    delta_2· 2021-05-25
    94
    best: 96.5 (IndoorDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • 3DonNYU-Depth V2 self-supervised
    delta_3· 2021-05-25
    98.4
    best: 99.1 (IndoorDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610