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What metrics were used to measure the DeepCut model in the DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering paper on the DUTS dataset?
mIoU
What metrics were used to measure the DSF-CNN (C8) model in the Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images paper on the PCam dataset?
AUC
What metrics were used to measure the Steerable G-CNN (C8) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the PCam dataset?
AUC
What metrics were used to measure the Steerable G-CNN (C8) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the PCam dataset?
AUC
What metrics were used to measure the Steerable G-CNN (C12) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the PCam dataset?
AUC
What metrics were used to measure the G-CNN (C8) model in the Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis paper on the PCam dataset?
AUC
What metrics were used to measure the G-CNN (C4) model in the Group Equivariant Convolutional Networks paper on the PCam dataset?
AUC
What metrics were used to measure the Steerable G-CNN (e) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the PCam dataset?
AUC
What metrics were used to measure the p4m-DenseNet (D4) model in the Rotation Equivariant CNNs for Digital Pathology paper on the PCam dataset?
AUC
What metrics were used to measure the G-CNN (C12) model in the Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis paper on the PCam dataset?
AUC
What metrics were used to measure the ResNet-50 (e) model in the Deep Residual Learning for Image Recognition paper on the PCam dataset?
AUC
What metrics were used to measure the ResNet-34 (e) model in the Deep Residual Learning for Image Recognition paper on the PCam dataset?
AUC
What metrics were used to measure the DenseNet-121 (e) model in the Densely Connected Convolutional Networks paper on the PCam dataset?
AUC
What metrics were used to measure the VF-CNN (C12) model in the Rotation equivariant vector field networks paper on the PCam dataset?
AUC
What metrics were used to measure the VF-CNN (C8) model in the Rotation equivariant vector field networks paper on the PCam dataset?
AUC
What metrics were used to measure the VF-CNN (C4) model in the Rotation equivariant vector field networks paper on the PCam dataset?
AUC
What metrics were used to measure the PatchCL model in the Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the DSF-CNN (C8) model in the Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the Steerable G-CNN (C8) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the MILD-Net (e) model in the MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the Steerable G-CNN (C12) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the Steerable G-CNN (C12) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the G-CNN (C8) model in the Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the G-CNN (C4) model in the Group Equivariant Convolutional Networks paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the Steerable G-CNN (e) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the U-Net (e) model in the U-Net: Convolutional Networks for Biomedical Image Segmentation paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the G-CNN (C12) model in the Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the VF-CNN (C12) model in the Rotation equivariant vector field networks paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the VF-CNN (C8) model in the Rotation equivariant vector field networks paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the VF-CNN (C4) model in the Rotation equivariant vector field networks paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the FCN8 (e) model in the U-Net: Convolutional Networks for Biomedical Image Segmentation paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the U-Net model in the U-Net: Convolutional Networks for Biomedical Image Segmentation paper on the CRAG dataset?
Dice, F1-score, Hausdorff Distance (mm), DiceOC
What metrics were used to measure the GC-MHVN model in the MRL: Learning to Mix with Attention and Convolutions paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the DSF-CNN (C8) model in the Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the HoVer-Net (e) model in the HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the Steerable G-CNN (C12) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the CIA-Net (e) model in the CIA-Net: Robust Nuclei Instance Segmentation with Contour-aware Information Aggregation paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the Steerable G-CNN (C12) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the G-CNN (C12) model in the Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the VF-CNN (C12) model in the Rotation equivariant vector field networks paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the G-CNN (C12) model in the Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the Steerable G-CNN (C4) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the VF-CNN (C12) model in the Rotation equivariant vector field networks paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the VF-CNN (C4) model in the Rotation equivariant vector field networks paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the Micro-Net (e) model in the Micro-Net: A unified model for segmentation of various objects in microscopy images paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the FCN8 (e) model in the Fully Convolutional Networks for Semantic Segmentation paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the G-CNN (C4) model in the Group Equivariant Convolutional Networks paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the Steerable G-CNN (e) model in the Learning Steerable Filters for Rotation Equivariant CNNs paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the Mask R-CNN (e) model in the Mask R-CNN paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the U-Net (e) model in the U-Net: Convolutional Networks for Biomedical Image Segmentation paper on the Kumar dataset?
Dice, Hausdorff Distance (mm), Jaccard Index, PQ
What metrics were used to measure the GC-MHVN model in the MRL: Learning to Mix with Attention and Convolutions paper on the CoNSeP dataset?
Dice, Jaccard Index, PQ
What metrics were used to measure the HoVer-Net model in the HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images paper on the CoNSeP dataset?
Dice, Jaccard Index, PQ
What metrics were used to measure the SONNET model in the SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images paper on the CoNSeP dataset?
Dice, Jaccard Index, PQ
What metrics were used to measure the PointNu-Net model in the PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification paper on the CoNSeP dataset?
Dice, Jaccard Index, PQ
What metrics were used to measure the SONNET model in the SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images paper on the PanNuke dataset?
Dice, Jaccard Index, PQ
What metrics were used to measure the VTP with more data model in the Sub-word Level Lip Reading With Visual Attention paper on the LRS2 dataset?
Word Error Rate (WER)
What metrics were used to measure the VTP model in the Sub-word Level Lip Reading With Visual Attention paper on the LRS2 dataset?
Word Error Rate (WER)
What metrics were used to measure the CTC/Attention model in the Auto-AVSR: Audio-Visual Speech Recognition with Automatic Labels paper on the LRS3-TED dataset?
Word Error Rate (WER)
What metrics were used to measure the VTP with more data model in the Sub-word Level Lip Reading With Visual Attention paper on the LRS3-TED dataset?
Word Error Rate (WER)
What metrics were used to measure the VTP model in the Sub-word Level Lip Reading With Visual Attention paper on the LRS3-TED dataset?
Word Error Rate (WER)
What metrics were used to measure the Lip2Wav model in the Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis paper on the LRW dataset?
ESTOI, PESQ, STOI
What metrics were used to measure the m-BERT augmented with Hindi QA model in the BERT Based Multilingual Machine Comprehension in English and Hindi paper on the Extended XQuAD dataset?
F1 (QE-PE), EM(QE-PE), F1 (QE-PH), EM(QE-PH), F1(QH-PE), EM(QH-PE), F1(QH-PH), EM(QH-PH)
What metrics were used to measure the BEV model in the Putting People in their Place: Monocular Regression of 3D People in Depth paper on the Relative Human dataset?
PCDR, PCDR-Baby, PCDR-Kid, PCDR-Teen, PCDR-Adult, mPCDK
What metrics were used to measure the ROMP model in the Monocular, One-stage, Regression of Multiple 3D People paper on the Relative Human dataset?
PCDR, PCDR-Baby, PCDR-Kid, PCDR-Teen, PCDR-Adult, mPCDK
What metrics were used to measure the CRMH model in the Coherent Reconstruction of Multiple Humans from a Single Image paper on the Relative Human dataset?
PCDR, PCDR-Baby, PCDR-Kid, PCDR-Teen, PCDR-Adult, mPCDK
What metrics were used to measure the (DOSE)Dense Occlusion Symmetry Network model in the Symmetry Detection of Occluded Point Cloud Using Deep Learning paper on the YCB-Video dataset?
PR AUC
What metrics were used to measure the (DOSE)Dense Occlusion Symmetry Network model in the Symmetry Detection of Occluded Point Cloud Using Deep Learning paper on the YCB-Video dataset?
PR AUC
What metrics were used to measure the GSNet model in the GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision paper on the ApolloCar3D dataset?
A3DP
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 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 Pedestrians 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 Pedestrians 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 Pedestrians 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 Pedestrians 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 Pedestrians Hard 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 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 Pedestrians 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 Pedestrians Hard 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 Rope3D dataset?
AP@0.7
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 Rope3D dataset?
AP@0.7
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 Rope3D dataset?
AP@0.7
What metrics were used to measure the BEVFormer model in the BEVFormer v2: Adapting Modern Image Backbones to Bird's-Eye-View Recognition via Perspective Supervision paper on the Rope3D dataset?
AP@0.7
What metrics were used to measure the Kinematic3D+(G) model in the Kinematic 3D Object Detection in Monocular Video paper on the Rope3D dataset?
AP@0.7
What metrics were used to measure the M3D-RPN+(G) model in the M3D-RPN: Monocular 3D Region Proposal Network for Object Detection paper on the Rope3D dataset?
AP@0.7
What metrics were used to measure the MonoDLE+(G) model in the Delving into Localization Errors for Monocular 3D Object Detection paper on the Rope3D dataset?
AP@0.7
What metrics were used to measure the PV-RCNN model in the LiDAR Snowfall Simulation for Robust 3D Object Detection paper on the Light Snowfall dataset?
mod. Car AP@.7IoU
What metrics were used to measure the RRPN + R101 - F model in the RRPN: Radar Region Proposal Network for Object Detection in Autonomous Vehicles paper on the nuScenes-F dataset?
AP, AP50, AP75, AR, ARI, ARm, ARs
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 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 Cars Moderate 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 Moderate 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 Moderate val dataset?
AP
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 Cars Moderate 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 Moderate 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 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 Cars 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 Cars Moderate 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 Moderate 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 Moderate val dataset?
AP
What metrics were used to measure the PiFeNet model in the Accurate and Real-time 3D Pedestrian Detection Using an Efficient Attentive Pillar Network paper on the KITTI Pedestrian dataset?
mAP
What metrics were used to measure the PiFeNet model in the Accurate and Real-time 3D Pedestrian Detection Using an Efficient Attentive Pillar Network paper on the KITTI Pedestrian Easy dataset?
Average Precision
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 vehicle dataset?
APH/L2, AP, L1 mAP