SOTAVerified

Object Detection

Papers

Showing 97269750 of 10957 papers

TitleStatusHype
Evaluation of deep neural networks for traffic sign detection systemsCode0
Detecting The Objects on The Road Using Modular Lightweight Network0
Composite Binary Decomposition Networks0
Data-Efficient Graph Embedding Learning for PCB Component Detection0
ShuffleDet: Real-Time Vehicle Detection Network in On-board Embedded UAV Imagery0
YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU ComputersCode0
Development of Real-time ADAS Object Detector for Deployment on CPU0
LoANs: Weakly Supervised Object Detection with Localizer Assessor NetworksCode0
BAN: Focusing on Boundary Context for Object Detection0
Gradient Harmonized Single-stage DetectorCode0
Detect or Track: Towards Cost-Effective Video Object Detection/Tracking0
Iteratively Training Look-Up Tables for Network Quantization0
A Framework of Transfer Learning in Object Detection for Embedded SystemsCode0
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid NetworkCode0
Road Damage Detection And Classification In Smartphone Captured Images Using Mask R-CNNCode0
RoarNet: A Robust 3D Object Detection based on RegiOn Approximation Refinement0
DOD-CNN: Doubly-injecting Object Information for Event Recognition0
Training Domain Specific Models for Energy-Efficient Object DetectionCode0
A Deep One-Shot Network for Query-based Logo RetrievalCode0
Geometry-Aware Recurrent Neural Networks for Active Visual Recognition0
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scaleCode0
Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose EstimationCode0
Cross-Modal Attentional Context Learning for RGB-D Object Detection0
Hybrid Knowledge Routed Modules for Large-scale Object DetectionCode0
DropBlock: A regularization method for convolutional networksCode0
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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