SOTAVerified

Object Detection

Papers

Showing 501510 of 10957 papers

TitleStatusHype
YOLOv4: A Breakthrough in Real-Time Object Detection0
Advanced Object Detection and Pose Estimation with Hybrid Task Cascade and High-Resolution Networks0
An object detection approach for lane change and overtake detection from motion profiles0
Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount0
An Optimized YOLOv5 Based Approach For Real-time Vehicle Detection At Road Intersections Using Fisheye Cameras0
Single-Domain Generalized Object Detection by Balancing Domain Diversity and Invariance0
Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among InstancesCode1
UAV Cognitive Semantic Communications Enabled by Knowledge Graph for Robust Object Detection0
OneTrack-M: A multitask approach to transformer-based MOT models0
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning 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