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Models/360SD-Net

360SD-Net

Reported on 21 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Computer Vision14 results

  • Depth EstimationonHelvipad
    Depth-MAE· 2019-11-11
    2.112
    best: 1.463 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Depth EstimationonHelvipad
    Depth-RMSE· 2019-11-11
    5.077
    best: 3.767 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Depth EstimationonHelvipad
    Disp-MAE· 2019-11-11
    0.224
    best: 0.158 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Depth EstimationonHelvipad
    Disp-RMSE· 2019-11-11
    0.419
    best: 0.338 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Stereo Depth EstimationonHelvipad
    Depth-MAE· 2019-11-11
    2.112
    best: 1.463 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Stereo Depth EstimationonHelvipad
    Depth-RMSE· 2019-11-11
    5.077
    best: 3.767 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Stereo Depth EstimationonHelvipad
    Disp-MAE· 2019-11-11
    0.224
    best: 0.158 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Stereo Depth EstimationonHelvipad
    Disp-RMSE· 2019-11-11
    0.419
    best: 0.338 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Depth EstimationonHelvipad
    Depth-LRCE· 2019-11-11
    0.904
    best: 1.809 (PSMNet)
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Depth EstimationonHelvipad
    Depth-MARE· 2019-11-11
    0.152
    best: 0.176 (PSMNet)
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Depth EstimationonHelvipad
    Disp-MARE· 2019-11-11
    0.191
    best: 0.248 (PSMNet)
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Stereo Depth EstimationonHelvipad
    Depth-LRCE· 2019-11-11
    0.904
    best: 1.809 (PSMNet)
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Stereo Depth EstimationonHelvipad
    Depth-MARE· 2019-11-11
    0.152
    best: 0.176 (PSMNet)
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • Stereo Depth EstimationonHelvipad
    Disp-MARE· 2019-11-11
    0.191
    best: 0.248 (PSMNet)
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460

Methodology7 results

  • 3DonHelvipad
    Depth-MAE· 2019-11-11
    2.112
    best: 1.463 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • 3DonHelvipad
    Depth-RMSE· 2019-11-11
    5.077
    best: 3.767 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • 3DonHelvipad
    Disp-MAE· 2019-11-11
    0.224
    best: 0.158 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • 3DonHelvipad
    Disp-RMSE· 2019-11-11
    0.419
    best: 0.338 (DFI-OmniStereo)
    SOTA
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • 3DonHelvipad
    Depth-LRCE· 2019-11-11
    0.904
    best: 1.809 (PSMNet)
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • 3DonHelvipad
    Depth-MARE· 2019-11-11
    0.152
    best: 0.176 (PSMNet)
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460
  • 3DonHelvipad
    Disp-MARE· 2019-11-11
    0.191
    best: 0.248 (PSMNet)
    360SD-Net: 360° Stereo Depth Estimation with Learnable Cost VolumearXiv:1911.04460