SOTAVerified

Object Detection

Papers

Showing 42264250 of 10957 papers

TitleStatusHype
Improving Performance of Object Detection using the Mechanisms of Visual Recognition in Humans0
Computer Vision for a Camel-Vehicle Collision Mitigation System0
Exploring Active 3D Object Detection from a Generalization PerspectiveCode1
Learning to View: Decision Transformers for Active Object Detection0
PCBDet: An Efficient Deep Neural Network Object Detection Architecture for Automatic PCB Component Detection on the Edge0
OvarNet: Towards Open-vocabulary Object Attribute RecognitionCode1
Unleash the Potential of Image Branch for Cross-modal 3D Object DetectionCode1
Applied Deep Learning to Identify and Localize Polyps from Endoscopic Images0
Performance Study of YOLOv5 and Faster R-CNN for Autonomous Navigation around Non-Cooperative Targets0
Resource-constrained FPGA Design for Satellite Component Feature Extraction0
Raw or Cooked? Object Detection on RAW Images0
Spatio-Temporal Context Modeling for Road Obstacle Detection0
Joint Representation Learning for Text and 3D Point CloudCode0
HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness0
Development, Optimization, and Deployment of Thermal Forward Vision Systems for Advance Vehicular Applications on Edge DevicesCode0
PTA-Det: Point Transformer Associating Point cloud and Image for 3D Object Detection0
A Survey of Advanced Computer Vision Techniques for SportsCode0
FemtoDet: An Object Detection Baseline for Energy Versus Performance TradeoffsCode1
DR-WLC: Dimensionality Reduction cognition for object detection and pose estimation by Watching, Learning and CheckingCode0
Vision Based Machine Learning Algorithms for Out-of-Distribution Generalisation0
Rethinking Lightweight Salient Object Detection via Network Depth-Width Tradeoff0
SwinDepth: Unsupervised Depth Estimation using Monocular Sequences via Swin Transformer and Densely Cascaded NetworkCode1
Monocular Cyclist Detection with Convolutional Neural Networks0
A^2-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems0
DarkVision: A Benchmark for Low-light Image/Video Perception0
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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