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What metrics were used to measure the M2Det (ResNet-101, multi-scale) model in the M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the YOLOv3 @800 + ASFF* (Darknet-53) model in the Learning Spatial Fusion for Single-Shot Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the FoveaBox (ResNeXt-101) model in the FoveaBox: Beyond Anchor-based Object Detector paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the ExtremeNet (Hourglass-104, multi-scale) model in the Bottom-up Object Detection by Grouping Extreme and Center Points paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the YOLOv4-608 model in the YOLOv4: Optimal Speed and Accuracy of Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the SNIPER (ResNet-50) model in the SNIPER: Efficient Multi-Scale Training paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the CenterNet (HRNetV2-W48) model in the Deep High-Resolution Representation Learning for Visual Recognition paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the D-RFCN + SNIP (ResNet-101, multi-scale) model in the An Analysis of Scale Invariance in Object Detection - SNIP paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Grid R-CNN (ResNeXt-101-FPN) model in the Grid R-CNN paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the FCOS (ResNeXt-101-64x4d-FPN) model in the FCOS: Fully Convolutional One-Stage Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the CornerNet-Saccade (Hourglass-104, multi-scale) model in the CornerNet-Lite: Efficient Keypoint Based Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the PP-YOLOE-s(CSPRepResNet-s, 640x640, single-scale ) model in the PP-YOLOE: An evolved version of YOLO paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Libra R-CNN (ResNeXt-101-FPN) model in the Libra R-CNN: Towards Balanced Learning for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the DyHead (ResNet-50) model in the Dynamic Head: Unifying Object Detection Heads with Attentions paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RPDet (ResNet-101-DCN) model in the RepPoints: Point Set Representation for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the SpineNet-49 (640, RetinaNet, single-scale) model in the SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Cascade R-CNN (ResNet-101-FPN+, cascade) model in the Cascade R-CNN: Delving into High Quality Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Cascade R-CNN model in the Cascade R-CNN: High Quality Object Detection and Instance Segmentation paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the TridentNet (ResNet-101) model in the Scale-Aware Trident Networks for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the FCOS (ResNeXt-32x8d-101-FPN) model in the FCOS: Fully Convolutional One-Stage Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RetinaMask (ResNeXt-101-FPN-GN) model in the RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the TAL + TAP model in the TOOD: Task-aligned One-stage Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Faster R-CNN (HRNetV2p-W48) model in the Deep High-Resolution Representation Learning for Visual Recognition paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the HSD (Rest101, 768x768, single-scale test) model in the Hierarchical Shot Detector paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the CornerNet511 (Hourglass-104, multi-scale) model in the CornerNet: Detecting Objects as Paired Keypoints paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the FoveaBox (ResNeXt-101) model in the FoveaBox: Beyond Anchor-based Object Detector paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the FCOS (HRNet-W32-5l) model in the FCOS: Fully Convolutional One-Stage Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RefineDet512+ (ResNet-101) model in the Single-Shot Refinement Neural Network for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the GHM-C + GHM-R (RetinaNet-FPN-ResNeXt-101) model in the Gradient Harmonized Single-stage Detector paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the CenterNet-DLA (DLA-34, multi-scale) model in the Objects as Points paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RetinaNet (SpineNet-49S, 640x640) model in the SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RPDet (ResNet-101) model in the RepPoints: Point Set Representation for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the M2Det (VGG-16, single-scale) model in the M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the FSAF (ResNet-101, single-scale) model in the Feature Selective Anchor-Free Module for Single-Shot Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RetinaNet (ResNeXt-101-FPN) model in the Focal Loss for Dense Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Cascade R-CNN (ResNet-50-FPN+, cascade) model in the Cascade R-CNN: Delving into High Quality Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Faster R-CNN (Cascade RPN) model in the Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the ResNet-50-DW-DPN (Deformable Kernels) model in the Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the IoU-Net model in the Acquisition of Localization Confidence for Accurate Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the FCOS (HRNetV2p-W48) model in the Deep High-Resolution Representation Learning for Visual Recognition paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the ResNet-50-FPN Mask R-CNN + KL Loss + var voting + soft-NMS model in the Bounding Box Regression with Uncertainty for Accurate Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RDSNet (ResNet-101, RetinaNet, mask, MBRM) model in the RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the ExtremeNet (Hourglass-104, single-scale) model in the Bottom-up Object Detection by Grouping Extreme and Center Points paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Mask R-CNN (ResNet-101-FPN, CBN) model in the Cross-Iteration Batch Normalization paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Fast R-CNN (Cascade RPN) model in the Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Mask R-CNN (ResNeXt-101-FPN) model in the Mask R-CNN paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the GA-Faster-RCNN model in the Region Proposal by Guided Anchoring paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the ResNet-50 NAS-FCOS @256 model in the NAS-FCOS: Fast Neural Architecture Search for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the A2MIM (ResNet-50 2x) model in the Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the FPN (ResNet101 backbone) model in the ChainerCV: a Library for Deep Learning in Computer Vision paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RetinaMask (ResNet-50-FPN) model in the RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the PP-YOLO (320x320) model in the PP-YOLO: An Effective and Efficient Implementation of Object Detector paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the AA-ResNet-10 + RetinaNet model in the Attention Augmented Convolutional Networks paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the MAL (ResNet50, single-scale) model in the Multiple Anchor Learning for Visual Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RetinaNet (ResNet-101-FPN) model in the Focal Loss for Dense Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Cascade R-CNN (ResNet-101-FPN+) model in the Cascade R-CNN: Delving into High Quality Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the M2Det (ResNet-101, single-scale) model in the M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the YOLOv7-tiny-SiLU (286 fps) model in the YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the SaccadeNet (DLA-34-DCN) model in the SaccadeNet: A Fast and Accurate Object Detector paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Mask R-CNN (ResNet-101-FPN) model in the Mask R-CNN paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the WSMA-Seg model in the Segmentation is All You Need paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Faster R-CNN + FPN + CGD model in the Compact Global Descriptor for Neural Networks paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the CornerNet511 (Hourglass-52, single-scale) model in the CornerNet: Detecting Objects as Paired Keypoints paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RefineDet512+ (VGG-16) model in the Single-Shot Refinement Neural Network for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the DeformConv-R-FCN (Aligned-Inception-ResNet) model in the Deformable Convolutional Networks paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Faster R-CNN (ImageNet+300M) model in the Revisiting Unreasonable Effectiveness of Data in Deep Learning Era paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Mask R-CNN (Bottleneck-injected ResNet-50, FPN) model in the torchdistill: A Modular, Configuration-Driven Framework for Knowledge Distillation paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Faster R-CNN + TDM model in the Beyond Skip Connections: Top-Down Modulation for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Cascade R-CNN (ResNet-50-FPN+) model in the Cascade R-CNN: Delving into High Quality Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RefineDet512 (ResNet-101) model in the Single-Shot Refinement Neural Network for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Faster R-CNN + FPN model in the Feature Pyramid Networks for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Faster R-CNN (Bottleneck-injected ResNet-50 and FPN) model in the torchdistill: A Modular, Configuration-Driven Framework for Knowledge Distillation paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Faster R-CNN (box refinement, context, multi-scale testing) model in the Deep Residual Learning for Image Recognition paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the MobileNetV2 NAS-FCOS @256 model in the NAS-FCOS: Fast Neural Architecture Search for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Faster R-CNN model in the Speed/accuracy trade-offs for modern convolutional object detectors paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the CornerNet-Squeeze model in the CornerNet-Lite: Efficient Keypoint Based Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the MultiPath Network model in the A MultiPath Network for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the ION model in the Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the RefineDet512 (VGG-16) model in the Single-Shot Refinement Neural Network for Object Detection paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the YOLOv3 + Darknet-53 model in the YOLOv3: An Incremental Improvement paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the YOLOX-Tiny(416x416, single-scale) model in the YOLOX: Exceeding YOLO Series in 2021 paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the SSD512 model in the SSD: Single Shot MultiBox Detector paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the EdgeNeXt model in the EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the MnasFPN (MobileNetV2) model in the MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the ESPNetv2-512 model in the ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the YOLOX-Nano(416x416, single-scale) model in the YOLOX: Exceeding YOLO Series in 2021 paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the MnasFPN (MobileNetV3) model in the MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the MnasFPN (MNASNet-B1) model in the MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the MnasFPN x0.7 (MobileNetV2) model in the MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the MobielNet-v1-SSD-300x300+CGD model in the Compact Global Descriptor for Neural Networks paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Fast-RCNN model in the Fast R-CNN paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the MobileNet model in the MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the CenterMask-VoVNet99 (multi-scale) model in the CenterMask : Real-Time Anchor-Free Instance Segmentation paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the DyHead (ResNet-101) model in the Dynamic Head: Unifying Object Detection Heads with Attentions paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Mask R-CNN (HRNetV2p-W32 + cascade) model in the Deep High-Resolution Representation Learning for Visual Recognition paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the FoveaBox (ResNeXt-101) model in the FoveaBox: Beyond Anchor-based Object Detector paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the VirTex Mask R-CNN (ResNet-50-FPN) model in the VirTex: Learning Visual Representations from Textual Annotations paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the Centermask + ResNet101 model in the CenterMask : Real-Time Anchor-Free Instance Segmentation paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the PAFNet (ResNet50-vd) model in the PAFNet: An Efficient Anchor-Free Object Detector Guidance paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass
What metrics were used to measure the IoU-Net+EnergyRegression model in the Energy-Based Models for Deep Probabilistic Regression paper on the COCO test-dev dataset?
box mAP, AP50, AP75, APS, APM, APL, Hardware Burden, Params (M), Operations per network pass