PointPillars: Fast Encoders for Object Detection from Point Clouds

Benchmark Model Rank Results
3d-object-detection-on-dair-v2x-iPointPillars#6AP|R40(moderate): 54.0AP|R40(easy): 63.1AP|R40(hard): 54.0
3d-object-detection-on-kitti-cars-easyPointPillars#13AP: 79.05%
3d-object-detection-on-kitti-cyclistsPointPillars#5AP: 59.07%
3d-object-detection-on-kitti-cyclists-easyPointPillars#4AP: 75.78%
3d-object-detection-on-kitti-cyclists-hardPointPillars#6AP: 52.92%
3d-object-detection-on-kitti-pedestriansPointPillars#5AP: 41.92%
3d-object-detection-on-nuscenes-lidar-onlyPointPillar#7NDS: 45.3mAP: 30.5
birds-eye-view-object-detection-on-kittiPointPillars#2AP: 62.25%
birds-eye-view-object-detection-on-kitti-1PointPillars#3AP: 50.23%
birds-eye-view-object-detection-on-kitti-carsPointPillars#4AP: 86.1%
birds-eye-view-object-detection-on-kitti-cars-4PointPillars#6AP: 88.35%
birds-eye-view-object-detection-on-kitti-cars-5PointPillars#4AP: 79.83