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Models/PSMNet

PSMNet

Reported on 23 benchmarks across 3 tasks · 1 paper · 23 SOTA

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

Computer Vision15 results

  • Depth EstimationonHelvipad
    Depth-LRCE· 2018-03-23
    1.809
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Depth EstimationonHelvipad
    Depth-MAE· 2018-03-23
    2.509
    best: 1.463 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Depth EstimationonHelvipad
    Depth-MARE· 2018-03-23
    0.176
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Depth EstimationonHelvipad
    Depth-RMSE· 2018-03-23
    5.673
    best: 3.767 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Depth EstimationonHelvipad
    Disp-MAE· 2018-03-23
    0.286
    best: 0.158 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Depth EstimationonHelvipad
    Disp-MARE· 2018-03-23
    0.248
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Depth EstimationonHelvipad
    Disp-RMSE· 2018-03-23
    0.496
    best: 0.338 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Depth EstimationonKITTI Depth Completion Validation
    RMSE· 2018-03-23
    884
    best: 636.2 (Volumetric Propagation Network)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Stereo Depth EstimationonHelvipad
    Depth-LRCE· 2018-03-23
    1.809
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Stereo Depth EstimationonHelvipad
    Depth-MAE· 2018-03-23
    2.509
    best: 1.463 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Stereo Depth EstimationonHelvipad
    Depth-MARE· 2018-03-23
    0.176
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Stereo Depth EstimationonHelvipad
    Depth-RMSE· 2018-03-23
    5.673
    best: 3.767 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Stereo Depth EstimationonHelvipad
    Disp-MAE· 2018-03-23
    0.286
    best: 0.158 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Stereo Depth EstimationonHelvipad
    Disp-MARE· 2018-03-23
    0.248
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • Stereo Depth EstimationonHelvipad
    Disp-RMSE· 2018-03-23
    0.496
    best: 0.338 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669

Methodology8 results

  • 3DonHelvipad
    Depth-LRCE· 2018-03-23
    1.809
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • 3DonHelvipad
    Depth-MAE· 2018-03-23
    2.509
    best: 1.463 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • 3DonHelvipad
    Depth-MARE· 2018-03-23
    0.176
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • 3DonHelvipad
    Depth-RMSE· 2018-03-23
    5.673
    best: 3.767 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • 3DonHelvipad
    Disp-MAE· 2018-03-23
    0.286
    best: 0.158 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • 3DonHelvipad
    Disp-MARE· 2018-03-23
    0.248
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • 3DonHelvipad
    Disp-RMSE· 2018-03-23
    0.496
    best: 0.338 (DFI-OmniStereo)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669
  • 3DonKITTI Depth Completion Validation
    RMSE· 2018-03-23
    884
    best: 636.2 (Volumetric Propagation Network)
    SOTA
    Pyramid Stereo Matching NetworkarXiv:1803.08669