SOTAVerified

Object Detection

Papers

Showing 731740 of 10957 papers

TitleStatusHype
CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal DynamicsCode1
RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object DetectionCode1
Continuous Patient Monitoring with AI: Real-Time Analysis of Video in Hospital Care SettingsCode0
RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion0
Efficient Oriented Object Detection with Enhanced Small Object Recognition in Aerial Images0
Domain Generalization in Autonomous Driving: Evaluating YOLOv8s, RT-DETR, and YOLO-NAS with the ROAD-Almaty Dataset0
Endangered Alert: A Field-Validated Self-Training Scheme for Detecting and Protecting Threatened Wildlife on Roads and RoadsidesCode0
SCoralDet: Efficient real-time underwater soft coral detection with YOLOCode2
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object DetectionCode1
Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and Challenges0
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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