STD: Sparse-to-Dense 3D Object Detector for Point Cloud

Benchmark Model Rank Results
3d-object-detection-on-kitti-cars-easySTD–AP: 86.61%
3d-object-detection-on-kitti-cars-hardSTD–AP: 76.06%
3d-object-detection-on-kitti-cyclists-easySTD–AP: 78.89%
3d-object-detection-on-kitti-cyclists-hardSTD–AP: 55.77%
3d-object-detection-on-kitti-cyclists-moderateSTD–AP: 62.53%
3d-object-detection-on-kitti-pedestrians-easySTD–AP: 53.08%
3d-object-detection-on-kitti-pedestrians-hardSTD–AP: 41.97%
3d-object-detection-on-kitti-pedestrians-moderateSTD–AP: 44.24%
birds-eye-view-object-detection-on-kitti-cars-easySTD–AP: 89.66
birds-eye-view-object-detection-on-kitti-cars-hardSTD–AP: 86.89
birds-eye-view-object-detection-on-kitti-cars-moderateSTD–AP: 87.76%
birds-eye-view-object-detection-on-kitti-cyclists-moderateSTD–AP: 65.32%
birds-eye-view-object-detection-on-kitti-pedestrians-moderateSTD–AP: 51.39%