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What metrics were used to measure the Frustum PointNets model in the Frustum PointNets for 3D Object Detection from RGB-D Data paper on the SUN-RGBD dataset?
mAP@0.25, mAP@0.5, Inference Speed (s)
What metrics were used to measure the Frustum VoxNets v2 model in the 3D Object Detection and Instance Segmentation from 3D Range and 2D Color Images paper on the SUN-RGBD dataset?
mAP@0.25, mAP@0.5, Inference Speed (s)
What metrics were used to measure the PV-RCNN model in the Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather paper on the Dense Fog dataset?
mod. Car AP@.5IoU, mod. Cyclist AP@.25IoU, mod. Pedestrian AP@.25IoU, mod. mAP
What metrics were used to measure the V-DETR model in the V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the Swin3D-L+CAGroup3D model in the Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the CAGroup3D model in the CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the Point-GCC+TR3D model in the Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the TR3D model in the TR3D: Towards Real-Time Indoor 3D Object Detection paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the SoftGroup model in the SoftGroup for 3D Instance Segmentation on Point Clouds paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the FCAF3D model in the FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the RepSurf-U model in the Surface Representation for Point Clouds paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the TokenFusion model in the Multimodal Token Fusion for Vision Transformers paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the RBGNet model in the RBGNet: Ray-based Grouping for 3D Object Detection paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the PBNet model in the Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the GroupFree3D model in the Group-Free 3D Object Detection via Transformers paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the H3DNet model in the H3DNet: 3D Object Detection Using Hybrid Geometric Primitives paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the BRNet model in the Back-tracing Representative Points for Voting-based 3D Object Detection in Point Clouds paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the 3DETR-m model in the An End-to-End Transformer Model for 3D Object Detection paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the 3D-MPA model in the 3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the VoteNet (PC-FractalDB) model in the Point Cloud Pre-Training With Natural 3D Structures paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the GSDN model in the Generative Sparse Detection Networks for 3D Single-shot Object Detection paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the HGNet model in the A Hierarchical Graph Network for 3D Object Detection on Point Clouds paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the VoteNet model in the Deep Hough Voting for 3D Object Detection in Point Clouds paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the ImGeoNet (RGB only) model in the ImGeoNet: Image-induced Geometry-aware Voxel Representation for Multi-view 3D Object Detection paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the ImVoxelNet (RGB only) model in the ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the 3D-SIS model in the 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the GSPN model in the GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the SGPN model in the SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation paper on the ScanNetV2 dataset?
mAP@0.25, mAP@0.5
What metrics were used to measure the SGPN-CNN model in the SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation paper on the NYU Depth v2 dataset?
MAP
What metrics were used to measure the 3D-FCT model in the 3D-FCT: Simultaneous 3D Object Detection and Tracking Using Feature Correlation paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the M3DeTR model in the M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the SVGA-Net model in the SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the F-ConvNet model in the Frustum ConvNet: Sliding Frustums to Aggregate Local Point-Wise Features for Amodal 3D Object Detection paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the PV-RCNN model in the PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the STD model in the STD: Sparse-to-Dense 3D Object Detector for Point Cloud paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the PointRCNN model in the PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the PointPillars model in the PointPillars: Fast Encoders for Object Detection from Point Clouds paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the Frustum PointNets model in the Frustum PointNets for 3D Object Detection from RGB-D Data paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the IPOD model in the IPOD: Intensive Point-based Object Detector for Point Cloud paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the AVOD + Feature Pyramid model in the Joint 3D Proposal Generation and Object Detection from View Aggregation paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the VoxelNet model in the VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection paper on the KITTI Cyclists Moderate dataset?
AP
What metrics were used to measure the Lidar-Radar-Camera model in the aiMotive Dataset: A Multimodal Dataset for Robust Autonomous Driving with Long-Range Perception paper on the aiMotive Dataset dataset?
BEV AP@0.3 Highway, BEV AP@0.3 Night, BEV AP@0.3 Rain, BEV AP@0.3 Urban
What metrics were used to measure the Lidar model in the aiMotive Dataset: A Multimodal Dataset for Robust Autonomous Driving with Long-Range Perception paper on the aiMotive Dataset dataset?
BEV AP@0.3 Highway, BEV AP@0.3 Night, BEV AP@0.3 Rain, BEV AP@0.3 Urban
What metrics were used to measure the Lidar-Radar model in the aiMotive Dataset: A Multimodal Dataset for Robust Autonomous Driving with Long-Range Perception paper on the aiMotive Dataset dataset?
BEV AP@0.3 Highway, BEV AP@0.3 Night, BEV AP@0.3 Rain, BEV AP@0.3 Urban
What metrics were used to measure the Where2comm model in the Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps paper on the V2X-SIM dataset?
AP50
What metrics were used to measure the M3DeTR model in the M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers paper on the KITTI Cars Hard val dataset?
AP
What metrics were used to measure the PV-RCNN++ model in the PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection paper on the KITTI Cars Hard val dataset?
AP
What metrics were used to measure the SA-SSD+EBM model in the Accurate 3D Object Detection using Energy-Based Models paper on the KITTI Cars Hard val dataset?
AP
What metrics were used to measure the PC-RGNN model in the PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection paper on the KITTI Cars Hard val dataset?
AP
What metrics were used to measure the SVGA-Net model in the SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds paper on the KITTI Cars Hard val dataset?
AP
What metrics were used to measure the Voxel R-CNN model in the Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection paper on the KITTI Cars Hard val dataset?
AP
What metrics were used to measure the PVCNN model in the Point-Voxel CNN for Efficient 3D Deep Learning paper on the KITTI Cars Hard val dataset?
AP
What metrics were used to measure the F-PointNet [Qi:2018fd] model in the Frustum PointNets for 3D Object Detection from RGB-D Data paper on the KITTI Cars Hard val dataset?
AP
What metrics were used to measure the MV3D model in the Multi-View 3D Object Detection Network for Autonomous Driving paper on the KITTI Cars Hard val dataset?
AP
What metrics were used to measure the PGD model in the Probabilistic and Geometric Depth: Detecting Objects in Perspective paper on the KITTI Cars Hard val dataset?
AP
What metrics were used to measure the PV-RCNN model in the LiDAR Snowfall Simulation for Robust 3D Object Detection paper on the Clear Weather dataset?
mod. Car AP@.7IoU
What metrics were used to measure the DSVT(val) model in the DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets paper on the waymo cyclist dataset?
APH/L2
What metrics were used to measure the CenterFormer model in the CenterFormer: Center-based Transformer for 3D Object Detection paper on the waymo cyclist dataset?
APH/L2
What metrics were used to measure the SST model in the Embracing Single Stride 3D Object Detector with Sparse Transformer paper on the waymo cyclist dataset?
APH/L2
What metrics were used to measure the CenterPoint model in the Center-based 3D Object Detection and Tracking paper on the waymo cyclist dataset?
APH/L2
What metrics were used to measure the PV-RCNN model in the PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection paper on the waymo cyclist dataset?
APH/L2
What metrics were used to measure the PillarNeXt model in the PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point Clouds paper on the waymo cyclist dataset?
APH/L2
What metrics were used to measure the M3DeTR model in the M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers paper on the waymo cyclist dataset?
APH/L2
What metrics were used to measure the 3D Dual-Fusion model in the 3D Dual-Fusion: Dual-Domain Dual-Query Camera-LiDAR Fusion for 3D Object Detection paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the GLENet-VR model in the GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the PV-RCNN++ model in the PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the SE-SSD model in the SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the Voxel R-CNN model in the Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the M3DeTR model in the M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the PV-RCNN model in the PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the STD model in the STD: Sparse-to-Dense 3D Object Detector for Point Cloud paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the PC-RGNN model in the PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the SVGA-Net model in the SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the Joint model in the Joint 3D Instance Segmentation and Object Detection for Autonomous Driving paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the CIA-SSD model in the CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the SA-SSD+EBM model in the Accurate 3D Object Detection using Energy-Based Models paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the PointRGCN model in the PointRGCN: Graph Convolution Networks for 3D Vehicles Detection Refinement paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the UberATG-MMF model in the Multi-Task Multi-Sensor Fusion for 3D Object Detection paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the F-ConvNet model in the Frustum ConvNet: Sliding Frustums to Aggregate Local Point-Wise Features for Amodal 3D Object Detection paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the PointRCNN model in the PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the AVOD + Feature Pyramid model in the Joint 3D Proposal Generation and Object Detection from View Aggregation paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the IPOD model in the IPOD: Intensive Point-based Object Detector for Point Cloud paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the PC-CNN-V2 model in the A General Pipeline for 3D Detection of Vehicles paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the Frustum PointNets model in the Frustum PointNets for 3D Object Detection from RGB-D Data paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the RoarNet model in the RoarNet: A Robust 3D Object Detection based on RegiOn Approximation Refinement paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the VoxelNet model in the VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the PGD model in the Probabilistic and Geometric Depth: Detecting Objects in Perspective paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the GLENet-VR model in the GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the SE-SSD model in the SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the SA-SSD+EBM model in the Accurate 3D Object Detection using Energy-Based Models paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the 3D Dual-Fusion model in the 3D Dual-Fusion: Dual-Domain Dual-Query Camera-LiDAR Fusion for 3D Object Detection paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the SPG model in the SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the M3DeTR model in the M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the PV-RCNN model in the PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the PV-RCNN++ model in the PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the CIA-SSD model in the CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the PC-RGNN model in the PC-RGNN: Point Cloud Completion and Graph Neural Network for 3D Object Detection paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the Joint model in the Joint 3D Instance Segmentation and Object Detection for Autonomous Driving paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the SVGA-Net model in the SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds paper on the KITTI Cars Easy dataset?
AP
What metrics were used to measure the UberATG-MMF model in the Multi-Task Multi-Sensor Fusion for 3D Object Detection paper on the KITTI Cars Easy dataset?
AP