Point cloud object detection
Object Detection • 7.45M • Updated • 13Note ScanNet - mAP@0.25 65.46, mAP@0.5 47.26
torch-pointcloud/3detr.scannet.fair
Object Detection • 7.31M • Updated • 8Note ScanNet - mAP@0.25 61.37, mAP@0.5 38.43
torch-pointcloud/3detr.sunrgbd.fair
Object Detection • 7.32M • Updated • 10Note SUN RGB-D - mAP@0.25 58.08, mAP@0.5 29.64
torch-pointcloud/lion-mamba.nuscenes.zhe-liu
Object Detection • 16.1M • Updated • 19Note nuScenes - mAP 68.82, NDS 72.33
torch-pointcloud/pointpillars-multihead.nuscenes.openpcdet
Object Detection • 6.09M • Updated • 25Note nuScenes - mAP 44.56, NDS 57.21
torch-pointcloud/pointpillars.kitti.openpcdet
Object Detection • 4.84M • Updated • 20Note KITTI - mAP 64.16, AP/Car 77.35, AP/Pedestrian 52.39, AP/Cyclist 62.74
torch-pointcloud/pointrcnn.kitti.openpcdet
Object Detection • 4.06M • Updated • 11Note KITTI - mAP 69.29, AP/Car 78.67, AP/Pedestrian 56.94, AP/Cyclist 72.27
torch-pointcloud/second-multihead.nuscenes.openpcdet
Object Detection • 9.05M • Updated • 20Note nuScenes - mAP 50.76, NDS 61.85
torch-pointcloud/second.kitti.openpcdet
Object Detection • 5.33M • Updated • 12Note KITTI - mAP 66.26, AP/Car 78.63, AP/Pedestrian 52.98, AP/Cyclist 67.16
torch-pointcloud/votenet.scannet.fair
Object Detection • 962k • Updated • 16Note ScanNet - mAP@0.25 57.65, mAP@0.5 34.1
torch-pointcloud/votenet.sunrgbd.fair
Object Detection • 959k • Updated • 16Note SUN RGB-D - mAP@0.25 58.81, mAP@0.5 34.15
torch-pointcloud/voxelnext.nuscenes.openpcdet
Object Detection • 8M • Updated • 30Note nuScenes - mAP 61.41, NDS 66.92
torch-pointcloud/centerpoint-pillar02.nuscenes.mmdet3d
Object Detection • 5.99M • Updated • 29Note nuScenes - mAP 49.12, NDS 59.04
torch-pointcloud/centerpoint-voxel0075.nuscenes.mmdet3d
Object Detection • 8.95M • Updated • 30Note nuScenes - mAP 57.06, NDS 65.04
torch-pointcloud/centerpoint-voxel01.nuscenes.mmdet3d
Object Detection • 8.95M • Updated • 31Note nuScenes - mAP 56.71, NDS 64.6
torch-pointcloud/part-a2.kitti-car.mmdet3d
Object Detection • 54.9M • Updated • 35Note KITTI - mAP 79.08, AP/Car 79.08
torch-pointcloud/part-a2.kitti.mmdet3d
Object Detection • 54.9M • Updated • 38Note KITTI - mAP 68.34, AP/Car 79.03, AP/Pedestrian 55.28, AP/Cyclist 70.7
torch-pointcloud/pv-rcnn.kitti.mmdet3d
Object Detection • 13.1M • Updated • 40Note KITTI - mAP 72.16, AP/Car 83.54, AP/Pedestrian 59.73, AP/Cyclist 73.2