Joint 3D Proposal Generation and Object Detection from View Aggregation

Benchmark Model Rank Results
3d-object-detection-on-kitti-cars-easyAVOD + Feature Pyramid#11AP: 81.94%
3d-object-detection-on-kitti-cars-hardAVOD + Feature Pyramid#12AP: 66.38%
3d-object-detection-on-kitti-cyclistsAVOD + Feature Pyramid#8AP: 52.18%
3d-object-detection-on-kitti-cyclists-easyAVOD + Feature Pyramid#7AP: 64.0%
3d-object-detection-on-kitti-cyclists-hardAVOD + Feature Pyramid#8AP: 46.61%
3d-object-detection-on-kitti-pedestriansAVOD + Feature Pyramid#3AP: 42.81%
3d-object-detection-on-kitti-pedestrians-easyAVOD + Feature Pyramid#4AP: 50.8%
3d-object-detection-on-kitti-pedestrians-hardAVOD + Feature Pyramid#2AP: 40.88%
birds-eye-view-object-detection-on-kittiAVOD-FPN#4AP: 57.48%
birds-eye-view-object-detection-on-kitti-1AVOD-FPN#2AP: 51.05%
birds-eye-view-object-detection-on-kitti-carsAVOD-FPN#5AP: 83.79%
birds-eye-view-object-detection-on-kitti-cars-4AVOD-FPN#5AP: 88.53