SOTAVerified

Object Detection

Papers

Showing 35513560 of 10957 papers

TitleStatusHype
EffiPerception: an Efficient Framework for Various Perception Tasks0
Enhanced Automotive Radar Collaborative Sensing By Exploiting Constructive Interference0
CFIS-YOLO: A Lightweight Multi-Scale Fusion Network for Edge-Deployable Wood Defect Detection0
Enhanced Cooperative Perception for Autonomous Vehicles Using Imperfect Communication0
CAT: Learning to Collaborate Channel and Spatial Attention from Multi-Information Fusion0
Enhanced Object Detection: A Study on Vast Vocabulary Object Detection Track for V3Det Challenge 20240
Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements0
Enhanced Parking Perception by Multi-Task Fisheye Cross-view Transformers0
Efficient Visual Fault Detection for Freight Train Braking System via Heterogeneous Self Distillation in the Wild0
CatFree3D: Category-agnostic 3D Object Detection with Diffusion0
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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