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Models/HybridDepth

HybridDepth

Reported on 10 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision5 results

Depth EstimationonNYU-Depth V2
Delta < 1.25^2· 2024-07-26
1
SOTA
HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors arXiv:2407.18443
Depth EstimationonNYU-Depth V2
absolute relative error· 2024-07-26
0.026
SOTA
HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors arXiv:2407.18443
Depth EstimationonNYU-Depth V2
Delta < 1.25· 2024-07-26
0.988
best: 0.989 (UniK3D (FT, metric))
HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors arXiv:2407.18443
Depth EstimationonNYU-Depth V2
Delta < 1.25^3· 2024-07-26
1
HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors arXiv:2407.18443
Depth EstimationonNYU-Depth V2
RMSE· 2024-07-26
0.128
best: 0.013 (Defocus/DepthNet (Normalized))
HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors arXiv:2407.18443

Methodology5 results

3DonNYU-Depth V2
Delta < 1.25^2· 2024-07-26
1
SOTA
HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors arXiv:2407.18443
3DonNYU-Depth V2
absolute relative error· 2024-07-26
0.026
SOTA
HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors arXiv:2407.18443
3DonNYU-Depth V2
Delta < 1.25· 2024-07-26
0.988
best: 0.989 (UniK3D (FT, metric))
HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors arXiv:2407.18443
3DonNYU-Depth V2
Delta < 1.25^3· 2024-07-26
1
HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors arXiv:2407.18443
3DonNYU-Depth V2
RMSE· 2024-07-26
0.128
best: 0.013 (Defocus/DepthNet (Normalized))
HybridDepth: Robust Metric Depth Fusion by Leveraging Depth from Focus and Single-Image Priors arXiv:2407.18443