SOTAVerified

Object Detection

Papers

Showing 75267550 of 10957 papers

TitleStatusHype
Exploring 2D Data Augmentation for 3D Monocular Object Detection0
Interior Object Detection and Color Harmonization0
ProbaNet: Proposal-balanced Network for Object Detection0
Guided Attention Network for Object Detection and Counting on Drones0
Guidance system for Visually Impaired Persons using Deep Learning and Optical flow0
PROB-SLAM: Real-time Visual SLAM Based on Probabilistic Graph Optimization0
Exploring Aleatoric Uncertainty in Object Detection via Vision Foundation Models0
Cross-Modal Attentional Context Learning for RGB-D Object Detection0
Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection0
CrossMatch: Improving Semi-Supervised Object Detection via Multi-Scale Consistency0
Exploring Camera Encoder Designs for Autonomous Driving Perception0
Guidance and Teaching Network for Video Salient Object Detection0
AI-Dentify: Deep learning for proximal caries detection on bitewing x-ray -- HUNT4 Oral Health Study0
Improving Object Detection Performance through YOLOv8: A Comprehensive Training and Evaluation Study0
Guardian Angel: A Novel Walking Aid for the Visually Impaired0
Attacking Important Pixels for Anchor-free Detectors0
Progressive Multi-Modal Fusion for Robust 3D Object Detection0
Progressive Multi-scale Fusion Network for RGB-D Salient Object Detection0
Progressive Object Transfer Detection0
gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window0
Progressive Sparse Local Attention for Video object detection0
Cross-level Attention with Overlapped Windows for Camouflaged Object Detection0
Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos0
Radar and Camera Fusion for Object Detection and Tracking: A Comprehensive Survey0
GSO-YOLO: Global Stability Optimization YOLO for Construction Site Detection0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified