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Models/LeReS

LeReS

Reported on 16 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Computer Vision8 results

Depth EstimationonNYU-Depth V2
Delta < 1.25· uses extra data· 2020-12-17
0.916
best: 0.989 (UniK3D (FT, metric))
SOTA
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
Depth EstimationonNYU-Depth V2
absolute relative error· uses extra data· 2020-12-17
0.09
best: 0.026 (HybridDepth)
SOTA
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
Depth EstimationonETH3D
Delta < 1.25· 2020-12-17
0.0777
best: 0.981 (Distill Any Depth)
SOTA
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
Depth EstimationonETH3D
absolute relative error· 2020-12-17
0.0171
best: 0.0121 (HDN)
SOTA
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
Depth EstimationonDIODE
Delta < 1.25^3· uses extra data· 2020-12-17
0.9
SOTA
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
Depth EstimationonScanNetV2
absolute relative error· 2020-12-17
0.095
best: 0.042 (Distill Any Depth)
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
Depth EstimationonKITTI Eigen split
Delta < 1.25· 2020-12-17
0.784
best: 0.99 (SPIDepth)
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
Depth EstimationonKITTI Eigen split
absolute relative error· 2020-12-17
0.149
best: 0.029 (SPIDepth)
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365

Methodology8 results

3DonNYU-Depth V2
Delta < 1.25· uses extra data· 2020-12-17
0.916
best: 0.989 (UniK3D (FT, metric))
SOTA
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
3DonNYU-Depth V2
absolute relative error· uses extra data· 2020-12-17
0.09
best: 0.026 (HybridDepth)
SOTA
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
3DonETH3D
Delta < 1.25· 2020-12-17
0.0777
best: 0.981 (Distill Any Depth)
SOTA
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
3DonETH3D
absolute relative error· 2020-12-17
0.0171
best: 0.0121 (HDN)
SOTA
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
3DonDIODE
Delta < 1.25^3· uses extra data· 2020-12-17
0.9
SOTA
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
3DonScanNetV2
absolute relative error· 2020-12-17
0.095
best: 0.042 (Distill Any Depth)
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
3DonKITTI Eigen split
Delta < 1.25· 2020-12-17
0.784
best: 0.99 (SPIDepth)
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365
3DonKITTI Eigen split
absolute relative error· 2020-12-17
0.149
best: 0.029 (SPIDepth)
Learning to Recover 3D Scene Shape from a Single Image arXiv:2012.09365