SOTAVerified

Object Detection

Papers

Showing 59515975 of 10957 papers

TitleStatusHype
CueCAn: Cue Driven Contextual Attention For Identifying Missing Traffic Signs on Unconstrained Roads0
Real-time SLAM Pipeline in Dynamics Environment0
Towards Domain Generalization for Multi-view 3D Object Detection in Bird-Eye-View0
AdvART: Adversarial Art for Camouflaged Object Detection Attacks0
R-TOSS: A Framework for Real-Time Object Detection using Semi-Structured Pruning0
Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving0
X^3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection0
Visual Perception System for Autonomous Driving0
Quantifying the LiDAR Sim-to-Real Domain Shift: A Detailed Investigation Using Object Detectors and Analyzing Point Clouds at Target-LevelCode0
Confidence-driven Bounding Box Localization for Small Object Detection0
A Coarse to Fine Framework for Object Detection in High Resolution Image0
STDepthFormer: Predicting Spatio-temporal Depth from Video with a Self-supervised Transformer Model0
Do Machine Learning Models Learn Statistical Rules Inferred from Data?Code0
Task-Specific Context Decoupling for Object Detection0
Deep-NFA: a Deep a contrario Framework for Small Object Detection0
Using simulation to quantify the performance of automotive perception systems0
Nearest Neighbors Meet Deep Neural Networks for Point Cloud Analysis0
TAU: A Framework for Video-Based Traffic Analytics Leveraging Artificial Intelligence and Unmanned Aerial SystemsCode0
To Make Yourself Invisible with Adversarial Semantic Contours0
OSRE: Object-to-Spot Rotation Estimation for Bike Parking AssessmentCode0
D2Q-DETR: Decoupling and Dynamic Queries for Oriented Object Detection with Transformers0
Underwater Camouflage Object Detection Dataset0
Applying Plain Transformers to Real-World Point Clouds0
Efficient Masked Autoencoders with Self-Consistency0
AdaptiveShape: Solving Shape Variability for 3D Object Detection with Geometry Aware Anchor Distributions0
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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