Depth Estimation


1. Task

Given a single RGB image, recover the pixel-wise depth.

2. Evaluation Metrics

For a more detailed explanation of the above metrics, please refer to the OASIS paper.

3. Leaderboard

Method LSIV_RMSE (Lower is better) WKDR (Lower is better)
ResNetD (ImageNet + OASIS)[1] 0.37 32.62%

References

[1]
ResNetD (ImageNet + OASIS)
Chen, W., Qian, S., Fan, D., Kojima, N., Hamilton, M., & Deng, J. OASIS: A Large-Scale Dataset for Single Image 3D in the Wild. CVPR 2020.