SOTAVerified

Object Detection

Papers

Showing 721730 of 10957 papers

TitleStatusHype
Improving Generalization Performance of YOLOv8 for Camera Trap Object DetectionCode0
HA-RDet: Hybrid Anchor Rotation Detector for Oriented Object DetectionCode1
Object Style Diffusion for Generalized Object Detection in Urban Scene0
MMO-IG: Multi-Class and Multi-Scale Object Image Generation for Remote Sensing0
Comparative Analysis of YOLOv9, YOLOv10 and RT-DETR for Real-Time Weed Detection0
Joint Perception and Prediction for Autonomous Driving: A SurveyCode2
A New Adversarial Perspective for LiDAR-based 3D Object Detection0
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
CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal DynamicsCode1
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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