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Models/TransDSSL

TransDSSL

Reported on 22 benchmarks across 2 tasks

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

Computer Vision11 results

  • Depth EstimationonDDAD
    RMSE
    14.35
    best: 4.6 (AFNet)
  • Depth EstimationonDDAD
    RMSE log
    0.172
    best: 0.154 (AFNet)
  • Depth EstimationonDDAD
    Sq Rel
    3.591
  • Depth EstimationonDDAD
    absolute relative error
    0.151
    best: 0.088 (AFNet)
  • Depth EstimationonKITTI Eigen split unsupervised
    Delta < 1.25
    0.906
    best: 0.94 (SPIdepth)
  • Depth EstimationonKITTI Eigen split unsupervised
    Delta < 1.25^2
    0.967
    best: 0.973 (SPIdepth)
  • Depth EstimationonKITTI Eigen split unsupervised
    Delta < 1.25^3
    0.984
    best: 0.986 (Jasmine)
  • Depth EstimationonKITTI Eigen split unsupervised
    RMSE
    4.321
    best: 3.662 (SPIdepth)
  • Depth EstimationonKITTI Eigen split unsupervised
    RMSE log
    0.172
    best: 0.153 (SPIdepth)
  • Depth EstimationonKITTI Eigen split unsupervised
    Sq Rel
    0.711
    best: 0.785 (Dyna-DM)
  • Depth EstimationonKITTI Eigen split unsupervised
    absolute relative error
    0.095
    best: 0.071 (SPIdepth)

Methodology11 results

  • 3DonDDAD
    RMSE
    14.35
    best: 4.6 (AFNet)
  • 3DonDDAD
    RMSE log
    0.172
    best: 0.154 (AFNet)
  • 3DonDDAD
    Sq Rel
    3.591
  • 3DonDDAD
    absolute relative error
    0.151
    best: 0.088 (AFNet)
  • 3DonKITTI Eigen split unsupervised
    Delta < 1.25
    0.906
    best: 0.94 (SPIdepth)
  • 3DonKITTI Eigen split unsupervised
    Delta < 1.25^2
    0.967
    best: 0.973 (SPIdepth)
  • 3DonKITTI Eigen split unsupervised
    Delta < 1.25^3
    0.984
    best: 0.986 (Jasmine)
  • 3DonKITTI Eigen split unsupervised
    RMSE
    4.321
    best: 3.662 (SPIdepth)
  • 3DonKITTI Eigen split unsupervised
    RMSE log
    0.172
    best: 0.153 (SPIdepth)
  • 3DonKITTI Eigen split unsupervised
    Sq Rel
    0.711
    best: 0.785 (Dyna-DM)
  • 3DonKITTI Eigen split unsupervised
    absolute relative error
    0.095
    best: 0.071 (SPIdepth)