mIoU: 34.4
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3D Semantic Scene Completion
This task was introduced in "Semantic Scene Completion from a Single Depth Image" (https://arxiv.org/abs/1611.08974) at CVPR 2017 . The target is to infer the dense 3D voxelized semantic scene from an incompleted 3D input (e.g. point cloud, depth map) and an optional RGB image. A recent summary can be found in the paper "3D Semantic Scene Completion: a Survey" (https://arxiv.org/abs/2103.07466), published at IJCV 2021.
논문
mIoU: 49.9
mIoU: 55.4
mIoU: 32.9
mIoU: 41.1
mIoU: 33.3
F1: 0.0663CD: 2.0756CMD: 1.4140
mIoU: 33
mIoU: 41.3
mIoU: 27.8
mIoU: 26.7
mIoU: 37.1
mIoU: 28.4
F1: 0.0990CD: 2.0493CMD: 1.3832
mIoU: 26.94
mIoU: 46
mIoU: 30.9
mIoU: 30.4
F1: 0.0673CD: 2.1437CMD: 1.3994
mIoU: 35.1
mIoU: 27.5
mIoU: 30.5
mIoU: 52.4
mIoU: 34.1
mIoU: 29.3