TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/SC-Depth (ResNet18)

SC-Depth (ResNet18)

Reported on 12 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 Vision6 results

  • Depth EstimationonKITTI Eigen split
    Delta < 1.25· 2021-05-25
    0.863
    best: 0.99 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • Depth EstimationonKITTI Eigen split
    Delta < 1.25^2· 2021-05-25
    0.957
    best: 0.999 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • Depth EstimationonKITTI Eigen split
    Delta < 1.25^3· 2021-05-25
    0.981
    best: 1 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • Depth EstimationonKITTI Eigen split
    RMSE· 2021-05-25
    4.95
    best: 1.394 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • Depth EstimationonKITTI Eigen split
    RMSE log· 2021-05-25
    0.197
    best: 0.048 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • Depth EstimationonKITTI Eigen split
    absolute relative error· 2021-05-25
    0.119
    best: 0.029 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610

Methodology6 results

  • 3DonKITTI Eigen split
    Delta < 1.25· 2021-05-25
    0.863
    best: 0.99 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • 3DonKITTI Eigen split
    Delta < 1.25^2· 2021-05-25
    0.957
    best: 0.999 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • 3DonKITTI Eigen split
    Delta < 1.25^3· 2021-05-25
    0.981
    best: 1 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • 3DonKITTI Eigen split
    RMSE· 2021-05-25
    4.95
    best: 1.394 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • 3DonKITTI Eigen split
    RMSE log· 2021-05-25
    0.197
    best: 0.048 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610
  • 3DonKITTI Eigen split
    absolute relative error· 2021-05-25
    0.119
    best: 0.029 (SPIDepth)
    Unsupervised Scale-consistent Depth Learning from VideoarXiv:2105.11610