SOTAVerified

Object Detection

Papers

Showing 58265850 of 10957 papers

TitleStatusHype
Background Mixup Data Augmentation for Hand and Object-in-Contact Detection0
Defect detection and segmentation in X-Ray images of magnesium alloy castings using the Detectron2 framework0
ReCasNet: Improving consistency within the two-stage mitosis detection frameworkCode0
Cyber Mobility Mirror: A Deep Learning-based Real-World Object Perception Platform Using Roadside LiDAR0
StrongSORT: Make DeepSORT Great AgainCode2
A Computer Vision-assisted Approach to Automated Real-Time Road Infrastructure Management0
An Improved Deep Learning Approach For Product Recognition on Racks in Retail Stores0
Analysis of Visual Reasoning on One-Stage Object Detection0
Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label LearningCode1
Continuous Human Action Recognition for Human-Machine Interaction: A Review0
Confidence Calibration for Object Detection and Segmentation0
Towards Safe, Real-Time Systems: Stereo vs Images and LiDAR for 3D Object Detection0
RRL:Regional Rotation Layer in Convolutional Neural Networks0
CG-SSD: Corner Guided Single Stage 3D Object Detection from LiDAR Point CloudCode1
FreeSOLO: Learning to Segment Objects without AnnotationsCode2
EcoFusion: Energy-Aware Adaptive Sensor Fusion for Efficient Autonomous Vehicle Perception0
DL-SLOT: Dynamic Lidar SLAM and Object Tracking Based On Graph Optimization0
An End-to-End Cascaded Image Deraining and Object Detection Neural Network0
Reconstruction Task Finds Universal Winning Tickets0
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized CutCode2
Fast Eye Detector Using Siamese Network for NIR Partial Face Images0
Tracking perovskite crystallization via deep learning-based feature detection on 2D X-ray scattering dataCode0
GroupViT: Semantic Segmentation Emerges from Text SupervisionCode2
ARM3D: Attention-based relation module for indoor 3D object detectionCode1
3DRM:Pair-wise relation module for 3D object detectionCode1
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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