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Models/DDP (step3)

DDP (step3)

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 EstimationonNYU-Depth V2
Delta < 1.25· 2023-03-30
0.921
best: 0.989 (UniK3D (FT, metric))
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
Depth EstimationonNYU-Depth V2
Delta < 1.25^2· 2023-03-30
0.99
best: 1 (HybridDepth)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
Depth EstimationonNYU-Depth V2
Delta < 1.25^3· 2023-03-30
0.998
best: 1 (HybridDepth)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
Depth EstimationonNYU-Depth V2
RMSE· 2023-03-30
0.329
best: 0.013 (Defocus/DepthNet (Normalized))
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
Depth EstimationonNYU-Depth V2
absolute relative error· 2023-03-30
0.094
best: 0.026 (HybridDepth)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
Depth EstimationonNYU-Depth V2
log 10· 2023-03-30
0.04
best: 0.059 (SC-DepthV2)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559

Methodology6 results

3DonNYU-Depth V2
Delta < 1.25· 2023-03-30
0.921
best: 0.989 (UniK3D (FT, metric))
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
3DonNYU-Depth V2
Delta < 1.25^2· 2023-03-30
0.99
best: 1 (HybridDepth)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
3DonNYU-Depth V2
Delta < 1.25^3· 2023-03-30
0.998
best: 1 (HybridDepth)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
3DonNYU-Depth V2
RMSE· 2023-03-30
0.329
best: 0.013 (Defocus/DepthNet (Normalized))
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
3DonNYU-Depth V2
absolute relative error· 2023-03-30
0.094
best: 0.026 (HybridDepth)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559
3DonNYU-Depth V2
log 10· 2023-03-30
0.04
best: 0.059 (SC-DepthV2)
DDP: Diffusion Model for Dense Visual Prediction arXiv:2303.17559