Planar Instance Segmentation

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1. Task

Given a single RGB image, recover the instances of planar surfaces.

2. Evaluation Metrics

We report the average precision (AP).

• AP: The AP computed and averaged across a range of overlap thresholds (ranges from 50% to 95%).

• AP^50%: The AP at 50% overlap.

• AP^75%: The AP at 75% overlap.

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

3. Leaderboard

Method	AP	AP50%	AP75%
PlanarReconstruction (ScanNet + OASIS)[1]	0.137	0.262	0.126

References

^[1]

PlanarReconstruction (ScanNet + 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.