SOTAVerified

Object Detection

Papers

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Showing 201–250 of 10957 papers

TitleStatusHype
Balancing Privacy and Action Performance: A Penalty-Driven Approach to Image Anonymization—0
Visual Consensus Prompting for Co-Salient Object DetectionCode1
SLAM-Based Navigation and Fault Resilience in a Surveillance Quadcopter with Embedded Vision Systems—0
Context-Awareness and Interpretability of Rare Occurrences for Discovery and Formalization of Critical Failure Modes—0
HMPE:HeatMap Embedding for Efficient Transformer-Based Small Object Detection—0
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models—0
DenSe-AdViT: A novel Vision Transformer for Dense SAR Object Detection—0
Towards a Multi-Agent Vision-Language System for Zero-Shot Novel Hazardous Object Detection for Autonomous Driving SafetyCode0
Lightweight LiDAR-Camera 3D Dynamic Object Detection and Multi-Class Trajectory PredictionCode1
Weak Cube R-CNN: Weakly Supervised 3D Detection using only 2D Bounding Boxes—0
Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving—0
Perception Encoder: The best visual embeddings are not at the output of the networkCode8
VLLFL: A Vision-Language Model Based Lightweight Federated Learning Framework for Smart Agriculture—0
RF-DETR Object Detection vs YOLOv12 : A Study of Transformer-based and CNN-based Architectures for Single-Class and Multi-Class Greenfruit Detection in Complex Orchard Environments Under Label Ambiguity—0
RoPETR: Improving Temporal Camera-Only 3D Detection by Integrating Enhanced Rotary Position Embedding—0
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling—0
Multimodal Spatio-temporal Graph Learning for Alignment-free RGBT Video Object Detection—0
RADLER: Radar Object Detection Leveraging Semantic 3D City Models and Self-Supervised Radar-Image Learning—0
A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions—0
pix2pockets: Shot Suggestions in 8-Ball Pool from a Single Image in the Wild—0
Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline—0
Safe-Construct: Redefining Construction Safety Violation Recognition as 3D Multi-View Engagement Task—0
S^2Teacher: Step-by-step Teacher for Sparsely Annotated Oriented Object Detection—0
CDUPatch: Color-Driven Universal Adversarial Patch Attack for Dual-Modal Visible-Infrared Detectors—0
Weather-Aware Object Detection Transformer for Domain Adaptation—0
Flyweight FLIM Networks for Salient Object Detection in Biomedical Images—0
DRIFT open dataset: A drone-derived intelligence for traffic analysis in urban environmenCode1
GATE3D: Generalized Attention-based Task-synergized Estimation in 3D*—0
CFIS-YOLO: A Lightweight Multi-Scale Fusion Network for Edge-Deployable Wood Defect Detection—0
ATLASv2: LLM-Guided Adaptive Landmark Acquisition and Navigation on the Edge—0
Detecting streaks in smart telescopes images with Deep Learning—0
DiffMOD: Progressive Diffusion Point Denoising for Moving Object Detection in Remote Sensing—0
Balancing Stability and Plasticity in Pretrained Detector: A Dual-Path Framework for Incremental Object Detection—0
NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and ResultsCode2
LEMUR Neural Network Dataset: Towards Seamless AutoMLCode1
Vision-Language Model for Object Detection and Segmentation: A Review and EvaluationCode2
Uncertainty Guided Refinement for Fine-Grained Salient Object DetectionCode1
RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature LearningCode1
RICCARDO: Radar Hit Prediction and Convolution for Camera-Radar 3D Object DetectionCode0
self-prompting analogical reasoning for uav object detectionCode2
High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving—0
MultiCore+TPU Accelerated Multi-Modal TinyML for Livestock Behaviour Recognition—0
Multi-Task Learning with Multi-Annotation Triplet Loss for Improved Object DetectionCode0
WS-DETR: Robust Water Surface Object Detection through Vision-Radar Fusion with Detection Transformer—0
Detect Anything 3D in the WildCode3
Nonlocal Retinex-Based Variational Model and its Deep Unfolding Twin for Low-Light Image Enhancement—0
Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural NetworksCode1
P2Object: Single Point Supervised Object Detection and Instance SegmentationCode2
Adaptive Detection of Fast Moving Celestial Objects Using a Mixture of Experts and Physical-Inspired Neural Network—0
RASMD: RGB And SWIR Multispectral Driving Dataset for Robust Perception in Adverse Conditions—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