PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation

Benchmark Model Rank Results
3d-semantic-segmentation-on-semantickittiPolarNet#19test mIoU: 57.2%
lidar-semantic-segmentation-on-nuscenesPolarNet#15test mIoU: 0.69
robust-3d-semantic-segmentation-on-nuscenes-cPolarNet#11mean Corruption Error (mCE): 115.09%
robust-3d-semantic-segmentation-on-robo3dPolarNet#17mean Corruption Error (mCE): 118.56%