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Models/MonoDepth2

MonoDepth2

Reported on 8 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Computer Vision4 results

  • Depth EstimationonVA (Virtual Apartment)
    Absolute relative error (AbsRel)· 2018-06-04
    0.203
    best: 0.175 (DistDepth)
    SOTA
    Digging Into Self-Supervised Monocular Depth EstimationarXiv:1806.01260
  • Depth EstimationonVA (Virtual Apartment)
    Log root mean square error (RMSE_log)· 2018-06-04
    0.251
    best: 0.213 (DistDepth)
    SOTA
    Digging Into Self-Supervised Monocular Depth EstimationarXiv:1806.01260
  • Depth EstimationonVA (Virtual Apartment)
    Mean average error (MAE) · 2018-06-04
    0.295
    best: 0.253 (DistDepth)
    SOTA
    Digging Into Self-Supervised Monocular Depth EstimationarXiv:1806.01260
  • Depth EstimationonVA (Virtual Apartment)
    Root mean square error (RMSE)· 2018-06-04
    0.432
    best: 0.374 (DistDepth)
    SOTA
    Digging Into Self-Supervised Monocular Depth EstimationarXiv:1806.01260

Methodology4 results

  • 3DonVA (Virtual Apartment)
    Absolute relative error (AbsRel)· 2018-06-04
    0.203
    best: 0.175 (DistDepth)
    SOTA
    Digging Into Self-Supervised Monocular Depth EstimationarXiv:1806.01260
  • 3DonVA (Virtual Apartment)
    Log root mean square error (RMSE_log)· 2018-06-04
    0.251
    best: 0.213 (DistDepth)
    SOTA
    Digging Into Self-Supervised Monocular Depth EstimationarXiv:1806.01260
  • 3DonVA (Virtual Apartment)
    Mean average error (MAE) · 2018-06-04
    0.295
    best: 0.253 (DistDepth)
    SOTA
    Digging Into Self-Supervised Monocular Depth EstimationarXiv:1806.01260
  • 3DonVA (Virtual Apartment)
    Root mean square error (RMSE)· 2018-06-04
    0.432
    best: 0.374 (DistDepth)
    SOTA
    Digging Into Self-Supervised Monocular Depth EstimationarXiv:1806.01260