SOTAVerified

Object Detection

Papers

Showing 94019425 of 10957 papers

TitleStatusHype
Learning to Count Objects with Few Exemplar Annotations0
Enabling Computer Vision Driven Assistive Devices for the Visually Impaired via Micro-architecture Design Exploration0
Multimodal 3D Object Detection from Simulated PretrainingCode0
Training Object Detectors With Noisy Data0
Vision-based Robotic Grasping From Object Localization, Object Pose Estimation to Grasp Estimation for Parallel Grippers: A ReviewCode0
Utilizing Deep Learning Towards Multi-modal Bio-sensing and Vision-based Affective Computing0
Monocular Plan View Networks for Autonomous Driving0
Robust Real-time Pedestrian Detection in Aerial Imagery on Jetson TX20
Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection0
Monocular 3D Object Detection via Geometric Reasoning on Keypoints0
Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection0
Object Detection in 20 Years: A SurveyCode0
Cooper: Cooperative Perception for Connected Autonomous Vehicles based on 3D Point Clouds0
Object Detection in Specific Traffic Scenes using YOLOv20
Predictive Ensemble Learning with Application to Scene Text Detection0
Budgeted Training: Rethinking Deep Neural Network Training Under Resource ConstraintsCode0
Deep Learning Acceleration Techniques for Real Time Mobile Vision Applications0
ROSA: Robust Salient Object Detection against Adversarial Attacks0
Enhancing Cross-task Transferability of Adversarial Examples with Dispersion ReductionCode0
Training a Fast Object Detector for LiDAR Range Images Using Labeled Data from Sensors with Higher Resolution0
Generalization ability of region proposal networks for multispectral person detection0
On Applying Machine Learning/Object Detection Models for Analysing Digitally Captured Physical Prototypes from Engineering Design Projects0
CARAFE: Content-Aware ReAssembly of FEaturesCode0
Image Matters: Scalable Detection of Offensive and Non-Compliant Content / Logo in Product Images0
A Review of Object Detection Models based on Convolutional Neural Network0
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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