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What metrics were used to measure the CAPE model in the CAPE: Camera View Position Embedding for Multi-View 3D Object Detection paper on the nuScenes Camera Only dataset?
NDS, Future Frame
What metrics were used to measure the SA-BEV model in the SA-BEV: Generating Semantic-Aware Bird's-Eye-View Feature for Multi-view 3D Object Detection paper on the nuScenes Camera Only dataset?
NDS, Future Frame
What metrics were used to measure the SOLOFusion-pure model in the Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection paper on the nuScenes Camera Only dataset?
NDS, Future Frame
What metrics were used to measure the BEVStereo model in the BEVStereo: Enhancing Depth Estimation in Multi-view 3D Object Detection with Dynamic Temporal Stereo paper on the nuScenes Camera Only dataset?
NDS, Future Frame
What metrics were used to measure the BEVDepth-pure model in the BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object Detection paper on the nuScenes Camera Only dataset?
NDS, Future Frame
What metrics were used to measure the BEVDistill model in the BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object Detection paper on the nuScenes Camera Only dataset?
NDS, Future Frame
What metrics were used to measure the PETRv2-pure model in the PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images paper on the nuScenes Camera Only dataset?
NDS, Future Frame
What metrics were used to measure the PolarFormer model in the PolarFormer: Multi-camera 3D Object Detection with Polar Transformer paper on the nuScenes Camera Only dataset?
NDS, Future Frame
What metrics were used to measure the BEVDet4D model in the BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object Detection paper on the nuScenes Camera Only dataset?
NDS, Future Frame
What metrics were used to measure the BEVFormer model in the BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers paper on the nuScenes Camera Only dataset?
NDS, Future Frame
What metrics were used to measure the V2X-ViT model in the V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer paper on the V2XSet dataset?
AP0.5 (Perfect), AP0.7 (Perfect), AP0.5 (Noisy), AP0.7 (Noisy)
What metrics were used to measure the V2X-AHD model in the V2X-AHD:Vehicle-to-Everything Cooperation Perception via Asymmetric Heterogenous Distillation Network paper on the V2XSet dataset?
AP0.5 (Perfect), AP0.7 (Perfect), AP0.5 (Noisy), AP0.7 (Noisy)
What metrics were used to measure the V2VNet model in the V2VNet: Vehicle-to-Vehicle Communication for Joint Perception and Prediction paper on the V2XSet dataset?
AP0.5 (Perfect), AP0.7 (Perfect), AP0.5 (Noisy), AP0.7 (Noisy)
What metrics were used to measure the DiscoNet model in the Learning Distilled Collaboration Graph for Multi-Agent Perception paper on the V2XSet dataset?
AP0.5 (Perfect), AP0.7 (Perfect), AP0.5 (Noisy), AP0.7 (Noisy)
What metrics were used to measure the F-Cooper model in the F-Cooper: Feature based Cooperative Perception for Autonomous Vehicle Edge Computing System Using 3D Point Clouds paper on the V2XSet dataset?
AP0.5 (Perfect), AP0.7 (Perfect), AP0.5 (Noisy), AP0.7 (Noisy)
What metrics were used to measure the AttentiveFusion model in the OPV2V: An Open Benchmark Dataset and Fusion Pipeline for Perception with Vehicle-to-Vehicle Communication paper on the V2XSet dataset?
AP0.5 (Perfect), AP0.7 (Perfect), AP0.5 (Noisy), AP0.7 (Noisy)
What metrics were used to measure the SA-Det3D model in the SA-Det3D: Self-Attention Based Context-Aware 3D Object Detection paper on the KITTI Cyclists 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 Cyclists 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 Cyclists 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 Cyclists Hard dataset?
AP
What metrics were used to measure the F-ConvNets model in the Frustum ConvNet: Sliding Frustums to Aggregate Local Point-Wise Features for Amodal 3D Object Detection paper on the KITTI Cyclists 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 Cyclists 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 Cyclists Hard 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 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 Cyclists 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 Cyclists 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 Cyclists 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 Cyclists Hard dataset?
AP
What metrics were used to measure the tempVar model in the paper on the Argoverse dataset?
AVG-CDS
What metrics were used to measure the centerpoint-nuscenes-pretrained model in the paper on the Argoverse dataset?
AVG-CDS
What metrics were used to measure the Argoverse Detection Baseline model in the paper on the Argoverse dataset?
AVG-CDS
What metrics were used to measure the ky_nctu_mo model in the paper on the Argoverse dataset?
AVG-CDS
What metrics were used to measure the Sample baseline model in the paper on the Argoverse dataset?
AVG-CDS
What metrics were used to measure the baseline model in the paper on the Argoverse dataset?
AVG-CDS
What metrics were used to measure the Far3D model in the Far3D: Expanding the Horizon for Surround-view 3D Object Detection paper on the 3D Object Detection on Argoverse2 Camera Only dataset?
Average mAP
What metrics were used to measure the StreamPETR model in the Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection paper on the 3D Object Detection on Argoverse2 Camera Only dataset?
Average mAP
What metrics were used to measure the PETR model in the PETR: Position Embedding Transformation for Multi-View 3D Object Detection paper on the 3D Object Detection on Argoverse2 Camera Only dataset?
Average 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 Pedestrians 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 Pedestrians Moderate dataset?
AP
What metrics were used to measure the HotSpotNet model in the Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots paper on the KITTI Pedestrians 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 Pedestrians 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 Pedestrians 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 Pedestrians Moderate dataset?
AP
What metrics were used to measure the Frustrum-PointPillars model in the Frustum-PointPillars: A Multi-Stage Approach for 3D Object Detection using RGB Camera and LiDAR paper on the KITTI Pedestrians 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 Pedestrians 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 Pedestrians 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 Pedestrians 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 Pedestrians 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 Pedestrians Moderate 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 Pedestrian Hard val 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 Pedestrian 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 Pedestrian 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 Pedestrian Hard val dataset?
AP
What metrics were used to measure the DSVT model in the DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets paper on the nuScenes LiDAR only dataset?
NDS, NDS (val), mAP, mAP (val)
What metrics were used to measure the PillarNet model in the PillarNet: Real-Time and High-Performance Pillar-based 3D Object Detection paper on the nuScenes LiDAR only dataset?
NDS, NDS (val), mAP, mAP (val)
What metrics were used to measure the Transfusion model in the TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers paper on the nuScenes LiDAR only dataset?
NDS, NDS (val), mAP, mAP (val)
What metrics were used to measure the CenterPoint model in the Center-based 3D Object Detection and Tracking paper on the nuScenes LiDAR only dataset?
NDS, NDS (val), mAP, mAP (val)
What metrics were used to measure the CBGS model in the Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection paper on the nuScenes LiDAR only dataset?
NDS, NDS (val), mAP, mAP (val)
What metrics were used to measure the PointPillar model in the PointPillars: Fast Encoders for Object Detection from Point Clouds paper on the nuScenes LiDAR only dataset?
NDS, NDS (val), mAP, mAP (val)
What metrics were used to measure the Deformable PV-RCNN model in the Deformable PV-RCNN: Improving 3D Object Detection with Learned Deformations paper on the KITTI Cyclists Moderate val dataset?
AP
What metrics were used to measure the CoBEV model in the CoBEV: Elevating Roadside 3D Object Detection with Depth and Height Complementarity paper on the DAIR-V2X-I dataset?
AP|R40(moderate), AP|R40(easy), AP|R40(hard)
What metrics were used to measure the BEVHeight model in the BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection paper on the DAIR-V2X-I dataset?
AP|R40(moderate), AP|R40(easy), AP|R40(hard)
What metrics were used to measure the BEVDepth model in the BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object Detection paper on the DAIR-V2X-I dataset?
AP|R40(moderate), AP|R40(easy), AP|R40(hard)
What metrics were used to measure the CBR model in the Calibration-free BEV Representation for Infrastructure Perception paper on the DAIR-V2X-I dataset?
AP|R40(moderate), AP|R40(easy), AP|R40(hard)
What metrics were used to measure the PointPillars model in the PointPillars: Fast Encoders for Object Detection from Point Clouds paper on the DAIR-V2X-I dataset?
AP|R40(moderate), AP|R40(easy), AP|R40(hard)
What metrics were used to measure the MVXNet model in the MVX-Net: Multimodal VoxelNet for 3D Object Detection paper on the DAIR-V2X-I dataset?
AP|R40(moderate), AP|R40(easy), AP|R40(hard)
What metrics were used to measure the BEVFormer model in the BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers paper on the DAIR-V2X-I dataset?
AP|R40(moderate), AP|R40(easy), AP|R40(hard)
What metrics were used to measure the ImVoxelNet model in the ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection paper on the DAIR-V2X-I dataset?
AP|R40(moderate), AP|R40(easy), AP|R40(hard)
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 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 Easy val 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 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 Easy 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 Easy 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 Easy 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 Easy 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 Easy 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 Easy val dataset?
AP
What metrics were used to measure the MV3D (LiDAR) model in the Multi-View 3D Object Detection Network for Autonomous Driving paper on the KITTI Cars Easy 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 Easy val dataset?
AP
What metrics were used to measure the DSVT(val) model in the DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets paper on the waymo pedestrian 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 pedestrian 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 pedestrian 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 pedestrian 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 pedestrian 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 pedestrian 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 pedestrian dataset?
APH/L2
What metrics were used to measure the PVCNN model in the Point-Voxel CNN for Efficient 3D Deep Learning paper on the KITTI Pedestrian Moderate 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 Pedestrian Moderate val 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 Pedestrian Moderate 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 Pedestrian Moderate val 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 Cyclist Moderate 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 Cyclist Moderate 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 Cyclist Moderate 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 Cyclist Moderate val 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 Pedestrians 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 Pedestrians Easy 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 Pedestrians Easy 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 Pedestrians Easy dataset?
AP
What metrics were used to measure the Frustrum-PointPillars model in the Frustum-PointPillars: A Multi-Stage Approach for 3D Object Detection using RGB Camera and LiDAR paper on the KITTI Pedestrians Easy 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 Pedestrians Easy dataset?
AP