SOTAVerified

Object Detection

Papers

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Showing 3351–3375 of 10957 papers

TitleStatusHype
ApproxNet: Content and Contention-Aware Video Analytics System for Embedded Clients—0
Advancing Security in AI Systems: A Novel Approach to Detecting Backdoors in Deep Neural Networks—0
MSDC-Net: Multi-Scale Dense and Contextual Networks for Automated Disparity Map for Stereo Matching—0
Fast Learning and Prediction for Object Detection using Whitened CNN Features—0
Fast Object Detection with Entropy-Driven Evaluation—0
CLAD: A Complex and Long Activities Dataset with Rich Crowdsourced Annotations—0
Approximate Supervised Object Distance Estimation on Unmanned Surface Vehicles—0
Advancing Roadway Sign Detection with YOLO Models and Transfer Learning—0
ACC-ViT : Atrous Convolution's Comeback in Vision Transformers—0
CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification—0
CitDet: A Benchmark Dataset for Citrus Fruit Detection—0
CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction Industry—0
Cirrus: A Long-range Bi-pattern LiDAR Dataset—0
Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy—0
FasterX: Real-Time Object Detection Based on Edge GPUs for UAV Applications—0
Advancing Pavement Distress Detection in Developing Countries: A Novel Deep Learning Approach with Locally-Collected Datasets—0
Applying the Lower-Biased Teacher Model in Semi-Supervised Object Detection—0
CircleNet: Reciprocating Feature Adaptation for Robust Pedestrian Detection—0
Applying r-spatiogram in object tracking for occlusion handling—0
Faster Region-Based CNN Spectrum Sensing and Signal Identification in Cluttered RF Environments—0
Applying Plain Transformers to Real-World Point Clouds—0
CIGAR: Cross-Modality Graph Reasoning for Domain Adaptive Object Detection—0
Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing—0
Accurate Tennis Court Line Detection on Amateur Recorded Matches—0
3D-MAN: 3D Multi-frame Attention Network for Object Detection—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