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Models/Metric3D (zero-shot)

Metric3D (zero-shot)

Reported on 10 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 Vision5 results

Depth EstimationonKITTI Eigen split
Delta < 1.25· 2023-07-20
0.967
best: 0.99 (SPIDepth)
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image arXiv:2307.10984
Depth EstimationonKITTI Eigen split
Delta < 1.25^2· 2023-07-20
0.995
best: 0.999 (SPIDepth)
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image arXiv:2307.10984
Depth EstimationonKITTI Eigen split
Delta < 1.25^3· 2023-07-20
0.999
best: 1 (SPIDepth)
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image arXiv:2307.10984
Depth EstimationonKITTI Eigen split
RMSE· 2023-07-20
2.77
best: 1.394 (SPIDepth)
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image arXiv:2307.10984
Depth EstimationonKITTI Eigen split
absolute relative error· 2023-07-20
0.058
best: 0.029 (SPIDepth)
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image arXiv:2307.10984

Methodology5 results

3DonKITTI Eigen split
Delta < 1.25· 2023-07-20
0.967
best: 0.99 (SPIDepth)
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image arXiv:2307.10984
3DonKITTI Eigen split
Delta < 1.25^2· 2023-07-20
0.995
best: 0.999 (SPIDepth)
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image arXiv:2307.10984
3DonKITTI Eigen split
Delta < 1.25^3· 2023-07-20
0.999
best: 1 (SPIDepth)
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image arXiv:2307.10984
3DonKITTI Eigen split
RMSE· 2023-07-20
2.77
best: 1.394 (SPIDepth)
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image arXiv:2307.10984
3DonKITTI Eigen split
absolute relative error· 2023-07-20
0.058
best: 0.029 (SPIDepth)
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image arXiv:2307.10984