SOTAVerified

Object Detection

Papers

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Showing 1051–1100 of 10957 papers

TitleStatusHype
Syn2Real Domain Generalization for Underwater Mine-like Object Detection Using Side-Scan Sonar—0
Context-Infused Visual Grounding for ArtCode0
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond—0
Mixture of Scale Experts for Alignment-free RGBT Video Object Detection and A Unified Benchmark—0
Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion—0
Optimizing YOLOv5s Object Detection through Knowledge Distillation algorithm—0
Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look—0
Real-time Stereo-based 3D Object Detection for Streaming PerceptionCode1
MambaBEV: An efficient 3D detection model with Mamba2—0
SAM-Guided Masked Token Prediction for 3D Scene Understanding—0
Fractal Calibration for long-tailed object detectionCode0
TEOcc: Radar-camera Multi-modal Occupancy Prediction via Temporal EnhancementCode1
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection—0
YOLO-ELA: Efficient Local Attention Modeling for High-Performance Real-Time Insulator Defect Detection—0
CVCP-Fusion: On Implicit Depth Estimation for 3D Bounding Box PredictionCode0
Representation Similarity: A Better Guidance of DNN Layer Sharing for Edge Computing without Training—0
POLO -- Point-based, multi-class animal detection—0
Open World Object Detection: A SurveyCode2
Multiview Scene GraphCode2
Developing Gridded Emission Inventory from High-Resolution Satellite Object Detection for Improved Air Quality Forecasts—0
UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles—0
Learning to Ground VLMs without Forgetting—0
ROA-BEV: 2D Region-Oriented Attention for BEV-based 3D Object—0
GlobalMamba: Global Image Serialization for Vision MambaCode1
Out-of-Bounding-Box Triggers: A Stealthy Approach to Cheat Object DetectorsCode0
V2M: Visual 2-Dimensional Mamba for Image Representation LearningCode1
ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object DetectionCode0
Optimizing Waste Management with Advanced Object Detection for Garbage Classification—0
EITNet: An IoT-Enhanced Framework for Real-Time Basketball Action Recognition—0
Distributed Intelligent Video Surveillance for Early Armed Robbery Detection based on Deep LearningCode0
LoLI-Street: Benchmarking Low-Light Image Enhancement and BeyondCode1
An Expeditious Spatial Mean Radiant Temperature Mapping Framework using Visual SLAM and Semantic Segmentation—0
Token Pruning using a Lightweight Background Aware Vision Transformer—0
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object DetectionCode1
Hespi: A pipeline for automatically detecting information from hebarium specimen sheetsCode1
MMLF: Multi-modal Multi-class Late Fusion for Object Detection with Uncertainty Estimation—0
DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing AttentionCode1
LIME-Eval: Rethinking Low-light Image Enhancement Evaluation via Object DetectionCode0
Boosting Open-Vocabulary Object Detection by Handling Background Samples—0
VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking—0
Are We Ready for Real-Time LiDAR Semantic Segmentation in Autonomous Driving?—0
PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object DetectionCode2
HeightFormer: A Semantic Alignment Monocular 3D Object Detection Method from Roadside Perspective—0
O1O: Grouping of Known Classes to Identify Unknown Objects as Odd-One-Out—0
Self-Supervised Learning for Real-World Object Detection: a Survey—0
Robust infrared small target detection using self-supervised and a contrario paradigms—0
Progressive Multi-Modal Fusion for Robust 3D Object Detection—0
Rethinking the Evaluation of Visible and Infrared Image FusionCode3
QuadBEV: An Efficient Quadruple-Task Perception Framework via Bird's-Eye-View Representation—0
QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space ModelCode1
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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