prompts
stringlengths
81
413
metrics_response
stringlengths
0
371
What metrics were used to measure the ConvNeXt V1-L (Supervised) model in the ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders paper on the COCO 2017 val dataset?
AP, AP50, AP75, APL, APM, APS, Param.
What metrics were used to measure the ConvNeXt V2-L (Supervised) model in the ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders paper on the COCO 2017 val dataset?
AP, AP50, AP75, APL, APM, APS, Param.
What metrics were used to measure the Swin-L (SimMIM) model in the ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders paper on the COCO 2017 val dataset?
AP, AP50, AP75, APL, APM, APS, Param.
What metrics were used to measure the ConvNeXt V2-L (FCMAE) model in the ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders paper on the COCO 2017 val dataset?
AP, AP50, AP75, APL, APM, APS, Param.
What metrics were used to measure the ConvNeXt V2-H (FCMAE) model in the ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders paper on the COCO 2017 val dataset?
AP, AP50, AP75, APL, APM, APS, Param.
What metrics were used to measure the SparK (ConvNeXt V1-B Mask R-CNN) model in the Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling paper on the COCO 2017 val dataset?
AP, AP50, AP75, APL, APM, APS, Param.
What metrics were used to measure the S-RCNN+Ours model in the Progressive End-to-End Object Detection in Crowded Scenes paper on the CrowdHuman dataset?
AP, MR^-2
What metrics were used to measure the PP-YOLOE model in the PP-YOLOE: An evolved version of YOLO paper on the BDD100K val dataset?
mAP@0.5
What metrics were used to measure the hybrid incremental net model in the On Generalizing Detection Models for Unconstrained Environments paper on the BDD100K val dataset?
mAP@0.5
What metrics were used to measure the EfficientDet-D2 model in the Waste detection in Pomerania: non-profit project for detecting waste in environment paper on the Extended TACO-7 dataset?
mAP50
What metrics were used to measure the PANet++ model in the iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images paper on the iSAID dataset?
Average Precision
What metrics were used to measure the PANet+ model in the iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images paper on the iSAID dataset?
Average Precision
What metrics were used to measure the PANet model in the Path Aggregation Network for Instance Segmentation paper on the iSAID dataset?
Average Precision
What metrics were used to measure the Mask-RCNN+ model in the Mask R-CNN paper on the iSAID dataset?
Average Precision
What metrics were used to measure the Mask-RCNN model in the Mask R-CNN paper on the iSAID dataset?
Average Precision
What metrics were used to measure the YOLT model in the SpaceNet: A Remote Sensing Dataset and Challenge Series paper on the SpaceNet 1 dataset?
F1 Score
What metrics were used to measure the TridentNet model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the Empirical Attention model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the Double Heads model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the Deformable Convolutional Network model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the RegNet model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the VarifocalNet model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the Localization Distillation model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the FSAF model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the Deformable DETR model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the Grid RCNN model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the FCOS model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the Faster RCNN model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the Sparse RCNN model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the RepPoints model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the YOLOv3 model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the SSD model in the CPPE-5: Medical Personal Protective Equipment Dataset paper on the CPPE-5 dataset?
box AP, AP50, AP75, APS, APM, APL
What metrics were used to measure the Patches model in the Patch Refinement -- Localized 3D Object Detection paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the PointRCNN Shi et al. (2019) 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 Vote3Deep model in the Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the F-PointNet 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 VeloFCN model in the Vehicle Detection from 3D Lidar Using Fully Convolutional Network paper on the KITTI Cars Hard dataset?
AP
What metrics were used to measure the VSTAM model in the Video Sparse Transformer With Attention-Guided Memory for Video Object Detection paper on the UA-DETRAC dataset?
mAP
What metrics were used to measure the FFAVOD-SpotNet with U-Net model in the FFAVOD: Feature Fusion Architecture for Video Object Detection paper on the UA-DETRAC dataset?
mAP
What metrics were used to measure the SpotNet model in the SpotNet: Self-Attention Multi-Task Network for Object Detection paper on the UA-DETRAC dataset?
mAP
What metrics were used to measure the CenterNet model in the Objects as Points paper on the UA-DETRAC dataset?
mAP
What metrics were used to measure the RN-VID model in the RN-VID: A Feature Fusion Architecture for Video Object Detection paper on the UA-DETRAC dataset?
mAP
What metrics were used to measure the R-FCN model in the R-FCN: Object Detection via Region-based Fully Convolutional Networks paper on the UA-DETRAC dataset?
mAP
What metrics were used to measure the Faster R-CNN model in the Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks paper on the UA-DETRAC dataset?
mAP
What metrics were used to measure the YOLOv2 model in the YOLO9000: Better, Faster, Stronger paper on the UA-DETRAC dataset?
mAP
What metrics were used to measure the 3D-DETNet model in the 3D-DETNet: a Single Stage Video-Based Vehicle Detector paper on the UA-DETRAC dataset?
mAP
What metrics were used to measure the Mask RCNN R50 model in the Natural Adversarial Objects paper on the NAO dataset?
mAP, mAP w/o OOD, mAR
What metrics were used to measure the EfficientDet-D4 model in the Natural Adversarial Objects paper on the NAO dataset?
mAP, mAP w/o OOD, mAR
What metrics were used to measure the EfficientDet-D7 model in the Natural Adversarial Objects paper on the NAO dataset?
mAP, mAP w/o OOD, mAR
What metrics were used to measure the Faster RCNN model in the Natural Adversarial Objects paper on the NAO dataset?
mAP, mAP w/o OOD, mAR
What metrics were used to measure the EfficientDet-D2 model in the Natural Adversarial Objects paper on the NAO dataset?
mAP, mAP w/o OOD, mAR
What metrics were used to measure the RetinaNet-R50 model in the Natural Adversarial Objects paper on the NAO dataset?
mAP, mAP w/o OOD, mAR
What metrics were used to measure the YOLOv3 model in the Natural Adversarial Objects paper on the NAO dataset?
mAP, mAP w/o OOD, mAR
What metrics were used to measure the YOLOv5x model in the YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective paper on the India Driving Dataset dataset?
mAP@0.5
What metrics were used to measure the hybrid incremental net model in the On Generalizing Detection Models for Unconstrained Environments paper on the India Driving Dataset dataset?
mAP@0.5
What metrics were used to measure the YOLO-Drone model in the YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective paper on the India Driving Dataset dataset?
mAP@0.5
What metrics were used to measure the model in the Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection paper on the India Driving Dataset dataset?
mAP@0.5
What metrics were used to measure the YOLO model in the SHEL5K: An Extended Dataset and Benchmarking for Safety Helmet Detection paper on the SHEL5K dataset?
Average mAP
What metrics were used to measure the PP-PicoDet-L model in the PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices paper on the MSCOCO dataset?
mAP @0.5:0.95, AP
What metrics were used to measure the YOLOv5s model in the paper on the MSCOCO dataset?
mAP @0.5:0.95, AP
What metrics were used to measure the PP-PicoDet-M model in the paper on the MSCOCO dataset?
mAP @0.5:0.95, AP
What metrics were used to measure the YOLOX-tiny model in the paper on the MSCOCO dataset?
mAP @0.5:0.95, AP
What metrics were used to measure the YOLOX-Nano model in the paper on the MSCOCO dataset?
mAP @0.5:0.95, AP
What metrics were used to measure the NanoDet-M model in the paper on the MSCOCO dataset?
mAP @0.5:0.95, AP
What metrics were used to measure the ScaleDet model in the ScaleDet: A Scalable Multi-Dataset Object Detector paper on the MSCOCO dataset?
mAP @0.5:0.95, AP
What metrics were used to measure the GHOST model in the Guided Hybrid Quantization for Object detection in Multimodal Remote Sensing Imagery via One-to-one Self-teaching paper on the VEDAI dataset?
mAP50
What metrics were used to measure the ICAFusion model in the ICAFusion: Iterative Cross-Attention Guided Feature Fusion for Multispectral Object Detection paper on the VEDAI dataset?
mAP50
What metrics were used to measure the SuperYOLO model in the SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery paper on the VEDAI dataset?
mAP50
What metrics were used to measure the Logo-Yolo model in the LogoDet-3K: A Large-Scale Image Dataset for Logo Detection paper on the FlickrLogos-32 dataset?
MAP
What metrics were used to measure the DeepLogo (VGG) model in the DeepLogo: Hitting Logo Recognition with the Deep Neural Network Hammer paper on the FlickrLogos-32 dataset?
MAP
What metrics were used to measure the DeepLogo (AlexNet) model in the DeepLogo: Hitting Logo Recognition with the Deep Neural Network Hammer paper on the FlickrLogos-32 dataset?
MAP
What metrics were used to measure the YOLT model in the SpaceNet: A Remote Sensing Dataset and Challenge Series paper on the SpaceNet 2 dataset?
F1 Score (Avg. over Cities)
What metrics were used to measure the Multi-Task Network Cascades model in the SpaceNet: A Remote Sensing Dataset and Challenge Series paper on the SpaceNet 2 dataset?
F1 Score (Avg. over Cities)
What metrics were used to measure the OBSS YOLOv5+Track Boosting (Including Synthetic Data) model in the Track Boosting and Synthetic Data Aided Drone Detection paper on the Drone vs Bird dataset?
AP50, AP50l, AP50m, AP50s
What metrics were used to measure the OBSS YOLOv5+Track Boosting model in the Track Boosting and Synthetic Data Aided Drone Detection paper on the Drone vs Bird dataset?
AP50, AP50l, AP50m, AP50s
What metrics were used to measure the InternImage-H model in the InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the Progressive DETR model in the Progressive End-to-End Object Detection in Crowded Scenes paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the DDQ DETR (R50) model in the Dense Distinct Query for End-to-End Object Detection paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the DDQ R-CNN (R50) model in the Dense Distinct Query for End-to-End Object Detection paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the DDQ FCN (R50 One-Stage) model in the Dense Distinct Query for End-to-End Object Detection paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the UniHCP (finetune) model in the UniHCP: A Unified Model for Human-Centric Perceptions paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the V2F-Net model in the V2F-Net: Explicit Decomposition of Occluded Pedestrian Detection paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the CrowdDet model in the Detection in Crowded Scenes: One Proposal, Multiple Predictions paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the Beta R-CNN model in the Beta R-CNN: Looking into Pedestrian Detection from Another Perspective paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the NOH-NMS model in the NOH-NMS: Improving Pedestrian Detection by Nearby Objects Hallucination paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the IterDet (Faster RCNN, ResNet50, 2 iterations) model in the IterDet: Iterative Scheme for Object Detection in Crowded Environments paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the PS-RCNN (Faster RCNN, ResNet50, COCO Instance Masks model in the PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the PS-RCNN (Faster RCNN, ResNet50) model in the PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the Faster RCNN (ResNet50) model in the CrowdHuman: A Benchmark for Detecting Human in a Crowd paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the Adaptive NMS (Faster RCNN, ResNet50) model in the Adaptive NMS: Refining Pedestrian Detection in a Crowd paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the IterDet (Faster RCNN, ResNet50, 1 iteration) model in the IterDet: Iterative Scheme for Object Detection in Crowded Environments paper on the CrowdHuman (full body) dataset?
AP, mMR, Recall
What metrics were used to measure the Cascade Eff-B7 NAS-FPN (Copy Paste pre-training, single-scale) model in the Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation paper on the PASCAL VOC 2007 dataset?
MAP, AP50, mAP@50, mAP@50-95, box AP
What metrics were used to measure the DETReg (MDef-DETR) model in the Class-agnostic Object Detection with Multi-modal Transformer paper on the PASCAL VOC 2007 dataset?
MAP, AP50, mAP@50, mAP@50-95, box AP
What metrics were used to measure the HSD (VGG16, 512x512, single-scale test) model in the Hierarchical Shot Detector paper on the PASCAL VOC 2007 dataset?
MAP, AP50, mAP@50, mAP@50-95, box AP
What metrics were used to measure the CoupleNet model in the CoupleNet: Coupling Global Structure with Local Parts for Object Detection paper on the PASCAL VOC 2007 dataset?
MAP, AP50, mAP@50, mAP@50-95, box AP
What metrics were used to measure the EEEA-Net-C2 (YOLOv4) model in the EEEA-Net: An Early Exit Evolutionary Neural Architecture Search paper on the PASCAL VOC 2007 dataset?
MAP, AP50, mAP@50, mAP@50-95, box AP
What metrics were used to measure the HSD (VGG16, 320x320, single-scale test) model in the Hierarchical Shot Detector paper on the PASCAL VOC 2007 dataset?
MAP, AP50, mAP@50, mAP@50-95, box AP
What metrics were used to measure the SSD512 (07+12+COCO) model in the SSD: Single Shot MultiBox Detector paper on the PASCAL VOC 2007 dataset?
MAP, AP50, mAP@50, mAP@50-95, box AP
What metrics were used to measure the BlitzNet512 + seg (s8) model in the BlitzNet: A Real-Time Deep Network for Scene Understanding paper on the PASCAL VOC 2007 dataset?
MAP, AP50, mAP@50, mAP@50-95, box AP
What metrics were used to measure the Localize model in the Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection paper on the PASCAL VOC 2007 dataset?
MAP, AP50, mAP@50, mAP@50-95, box AP