SOTAVerified

Object Detection

Papers

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Showing 5201–5250 of 10957 papers

TitleStatusHype
An Embedding-Dynamic Approach to Self-supervised Learning—0
Should All Proposals be Treated Equally in Object Detection?Code1
Semi-supervised Object Detection via Virtual Category LearningCode1
Self-Supervised Velocity Estimation for Automotive Radar Object Detection Networks—0
DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning—0
Vision Transformers: State of the Art and Research Challenges—0
Spike Calibration: Fast and Accurate Conversion of Spiking Neural Network for Object Detection and Segmentation—0
Chairs Can be Stood on: Overcoming Object Bias in Human-Object Interaction DetectionCode0
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectorsCode7
DPODv2: Dense Correspondence-Based 6 DoF Pose Estimation—0
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object DetectionCode0
The Weaknesses of Adversarial Camouflage in Overhead ImageryCode1
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse TransformersCode2
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge TransferCode1
SESS: Saliency Enhancing with Scaling and SlidingCode0
ORF-Net: Deep Omni-supervised Rib Fracture Detection from Chest CT Scans—0
Universal Domain Adaptive Object Detector—0
Attention Guided Network for Salient Object Detection in Optical Remote Sensing ImagesCode0
PKD: General Distillation Framework for Object Detectors via Pearson Correlation Coefficient—0
PatchZero: Defending against Adversarial Patch Attacks by Detecting and Zeroing the Patch—0
Vision-and-Language PretrainingCode0
Fast Vehicle Detection and Tracking on Fisheye Traffic Monitoring Video using CNN and Bounding Box Propagation—0
TANet: Transformer-based Asymmetric Network for RGB-D Salient Object DetectionCode0
Parametric and Multivariate Uncertainty Calibration for Regression and Object DetectionCode2
Dynamic boxes fusion strategy in object detection—0
Boosting Single-Frame 3D Object Detection by Simulating Multi-Frame Point Clouds—0
Trichomonas Vaginalis Segmentation in Microscope ImagesCode0
ORA3D: Overlap Region Aware Multi-view 3D Object Detection—0
Boundary-Guided Camouflaged Object DetectionCode1
Identification of Binary Neutron Star Mergers in Gravitational-Wave Data Using YOLO One-Shot Object Detection—0
Fine-grained Correlation Loss for Regression—0
Rethinking Query-Key Pairwise Interactions in Vision Transformers—0
Masked Autoencoder for Self-Supervised Pre-training on Lidar Point CloudsCode1
Data generation using simulation technology to improve perception mechanism of autonomous vehicles—0
Exploring Temporally Dynamic Data Augmentation for Video Recognition—0
Boosting 3D Object Detection by Simulating Multimodality on Point Clouds—0
HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object DetectionCode1
Cross-domain Federated Object Detection—0
PolarFormer: Multi-camera 3D Object Detection with Polar TransformerCode1
MKIoU Loss: Towards Accurate Oriented Object Detection in Aerial Images—0
Turbo: Opportunistic Enhancement for Edge Video Analytics—0
SRCN3D: Sparse R-CNN 3D for Compact Convolutional Multi-View 3D Object Detection and TrackingCode1
Accurate and Real-time Pseudo Lidar Detection: Is Stereo Neural Network Really Necessary?—0
Boosting R-CNN: Reweighting R-CNN Samples by RPN's Error for Underwater Object DetectionCode1
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmarkCode1
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid NetworkCode1
Woodscape Fisheye Object Detection for Autonomous Driving -- CVPR 2022 OmniCV Workshop Challenge—0
Object Detection and Tracking with Autonomous UAV—0
Self-Supervised 3D Monocular Object Detection by Recycling Bounding Boxes—0
Empirical Evaluation of Physical Adversarial Patch Attacks Against Overhead Object Detection Models—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified