M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers

Benchmark Model Rank Results
3d-object-detection-on-kitti-cars-easyM3DeTR#5AP: 90.28%
3d-object-detection-on-kitti-cars-easy-valM3DeTR#3AP: 92.29
3d-object-detection-on-kitti-cars-hardM3DeTR#6AP: 76.96%
3d-object-detection-on-kitti-cars-hard-valM3DeTR#1AP: 82.85
3d-object-detection-on-kitti-cars-moderate-1M3DeTR#2AP: 85.41
3d-object-detection-on-kitti-cyclist-easy-valM3DeTR#1AP: 89.13
3d-object-detection-on-kitti-cyclist-hard-valM3DeTR#1AP: 68.29
3d-object-detection-on-kitti-cyclist-moderateM3DeTR#1AP: 71.70
3d-object-detection-on-kitti-cyclistsM3DeTR#1AP: 66.74%
3d-object-detection-on-kitti-cyclists-easyM3DeTR#1AP: 83.83%
3d-object-detection-on-kitti-cyclists-hardM3DeTR#2AP: 59.03%
3d-object-detection-on-kitti-pedestrianM3DeTR#3AP: 60.63
3d-object-detection-on-kitti-pedestrian-easyM3DeTR#3AP: 67.64
3d-object-detection-on-kitti-pedestrian-hardM3DeTR#2AP: 56.49
3d-object-detection-on-kitti-pedestriansM3DeTR#6AP: 41.02%
3d-object-detection-on-kitti-pedestrians-easyM3DeTR#5AP: 47.05%
3d-object-detection-on-kitti-pedestrians-hardM3DeTR#5AP: 38.75%
3d-object-detection-on-waymo-cyclistM3DeTR#7APH/L2: 67.28
3d-object-detection-on-waymo-pedestrianM3DeTR#7APH/L2: 68.20
3d-object-detection-on-waymo-vehicleM3DeTR#6APH/L2: 70.54AP: 77.09L1 mAP: 77.66