Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/ZoeD-M12-N

ZoeD-M12-N

Reported on 12 benchmarks across 2 tasks · 1 paper · 6 SOTA

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· uses extra data· 2023-02-23
0.955
best: 0.989 (UniK3D (FT, metric))
SOTA
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288
Depth EstimationonNYU-Depth V2
Delta < 1.25^2· uses extra data· 2023-02-23
0.995
best: 1 (HybridDepth)
SOTA
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288
Depth EstimationonNYU-Depth V2
absolute relative error· uses extra data· 2023-02-23
0.075
best: 0.026 (HybridDepth)
SOTA
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288
Depth EstimationonNYU-Depth V2
Delta < 1.25^3· uses extra data· 2023-02-23
0.999
best: 1 (HybridDepth)
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288
Depth EstimationonNYU-Depth V2
RMSE· uses extra data· 2023-02-23
0.27
best: 0.013 (Defocus/DepthNet (Normalized))
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288
Depth EstimationonNYU-Depth V2
log 10· uses extra data· 2023-02-23
0.032
best: 0.059 (SC-DepthV2)
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288

Methodology6 results

3DonNYU-Depth V2
Delta < 1.25· uses extra data· 2023-02-23
0.955
best: 0.989 (UniK3D (FT, metric))
SOTA
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288
3DonNYU-Depth V2
Delta < 1.25^2· uses extra data· 2023-02-23
0.995
best: 1 (HybridDepth)
SOTA
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288
3DonNYU-Depth V2
absolute relative error· uses extra data· 2023-02-23
0.075
best: 0.026 (HybridDepth)
SOTA
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288
3DonNYU-Depth V2
Delta < 1.25^3· uses extra data· 2023-02-23
0.999
best: 1 (HybridDepth)
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288
3DonNYU-Depth V2
RMSE· uses extra data· 2023-02-23
0.27
best: 0.013 (Defocus/DepthNet (Normalized))
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288
3DonNYU-Depth V2
log 10· uses extra data· 2023-02-23
0.032
best: 0.059 (SC-DepthV2)
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth arXiv:2302.12288