SOTAVerified

Object Detection

Papers

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Showing 4901–4950 of 10957 papers

TitleStatusHype
Scalable SoftGroup for 3D Instance Segmentation on Point CloudsCode2
RGB-Event Fusion for Moving Object Detection in Autonomous DrivingCode1
Enhance the Visual Representation via Discrete Adversarial TrainingCode0
LO-Det: Lightweight Oriented Object Detection in Remote Sensing Images—0
Uncertainty Quantification of Collaborative Detection for Self-DrivingCode1
A Large-scale Multiple-objective Method for Black-box Attack against Object Detection—0
DMFormer: Closing the Gap Between CNN and Vision Transformers—0
Towards Improving Calibration in Object Detection Under Domain Shift—0
FFPA-Net: Efficient Feature Fusion with Projection Awareness for 3D Object Detection—0
Efficient Perception, Planning, and Control Algorithm for Vision-Based Automated Vehicles—0
PROB-SLAM: Real-time Visual SLAM Based on Probabilistic Graph Optimization—0
Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object DetectionCode1
CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer—0
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends—0
CMR3D: Contextualized Multi-Stage Refinement for 3D Object Detection—0
PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision TransformersCode1
Computer vision based vehicle tracking as a complementary and scalable approach to RFID tagging—0
ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers—0
Virtual Underwater Datasets for Autonomous Inspections—0
One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text—0
Multi-modal Streaming 3D Object Detection—0
CenterFormer: Center-based Transformer for 3D Object DetectionCode2
Segmenting Known Objects and Unseen Unknowns without Prior KnowledgeCode1
Multiple Object Tracking in Recent Times: A Literature Review—0
Towards Sparsification of Graph Neural NetworksCode0
IR-LPR: Large Scale of Iranian License Plate Recognition DatasetCode1
OmDet: Large-scale vision-language multi-dataset pre-training with multimodal detection networkCode3
Large-Field Contextual Feature Learning for Glass Detection—0
Investigation of a Machine learning methodology for the SKA pulsar search pipeline—0
SANIP: Shopping Assistant and Navigation for the visually impaired—0
Exploring Target Representations for Masked AutoencodersCode0
nVFNet-RDC: Replay and Non-Local Distillation Collaboration for Continual Object Detection—0
YOLOv6: A Single-Stage Object Detection Framework for Industrial ApplicationsCode5
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid LabelsCode1
Multi-Grained Angle Representation for Remote Sensing Object DetectionCode2
FasterX: Real-Time Object Detection Based on Edge GPUs for UAV Applications—0
MSMDFusion: Fusing LiDAR and Camera at Multiple Scales with Multi-Depth Seeds for 3D Object DetectionCode0
Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNsCode0
Task-wise Sampling Convolutions for Arbitrary-Oriented Object Detection in Aerial ImagesCode2
Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction—0
Progressive Domain Adaptation with Contrastive Learning for Object Detection in the Satellite Imagery—0
TransCAB: Transferable Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-WorldCode0
PTSEFormer: Progressive Temporal-Spatial Enhanced TransFormer Towards Video Object DetectionCode1
SEFormer: Structure Embedding Transformer for 3D Object Detection—0
Adversarial Detection: Attacking Object Detection in Real TimeCode1
Rice Leaf Disease Classification and Detection Using YOLOv5—0
Recurrent Bilinear Optimization for Binary Neural NetworksCode1
Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object DetectionCode2
TogetherNet: Bridging Image Restoration and Object Detection Together via Dynamic Enhancement LearningCode1
Impact of Colour Variation on Robustness of Deep Neural Networks—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