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Models/RPSF

RPSF

Reported on 12 benchmarks across 2 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 Vision6 results

  • Depth EstimationonSUN-RGBD
    Delta < 1.25· 2022-04-14
    0.937
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076
  • Depth EstimationonSUN-RGBD
    Delta < 1.25^2· 2022-04-14
    0.981
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076
  • Depth EstimationonSUN-RGBD
    Delta < 1.25^3· 2022-04-14
    0.992
    best: 0.994 (DDP (step-3))
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076
  • Depth EstimationonSUN-RGBD
    RMSE· 2022-04-14
    0.335
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076
  • Depth EstimationonSUN-RGBD
    absolute relative error· 2022-04-14
    0.114
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076
  • Depth EstimationonSUN-RGBD
    log 10· 2022-04-14
    0.034
    best: 0.056 (DDP (step-3))
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076

Methodology6 results

  • 3DonSUN-RGBD
    Delta < 1.25· 2022-04-14
    0.937
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076
  • 3DonSUN-RGBD
    Delta < 1.25^2· 2022-04-14
    0.981
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076
  • 3DonSUN-RGBD
    Delta < 1.25^3· 2022-04-14
    0.992
    best: 0.994 (DDP (step-3))
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076
  • 3DonSUN-RGBD
    RMSE· 2022-04-14
    0.335
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076
  • 3DonSUN-RGBD
    absolute relative error· 2022-04-14
    0.114
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076
  • 3DonSUN-RGBD
    log 10· 2022-04-14
    0.034
    best: 0.056 (DDP (step-3))
    SOTA
    End-to-end Learning for Joint Depth and Image Reconstruction from Diffracted RotationarXiv:2204.07076