SOTAVerified

Object Detection

Papers

Showing 29513000 of 10957 papers

TitleStatusHype
Rotation Matters: Generalized Monocular 3D Object Detection for Various Camera Systems0
Anyview: Generalizable Indoor 3D Object Detection with Variable Frames0
Care3D: An Active 3D Object Detection Dataset of Real Robotic-Care EnvironmentsCode0
Towards Fair and Comprehensive Comparisons for Image-Based 3D Object DetectionCode0
Hierarchical Side-Tuning for Vision Transformers0
Anchor-Intermediate Detector: Decoupling and Coupling Bounding Boxes for Accurate Object DetectionCode1
SimPLR: A Simple and Plain Transformer for Scaling-Efficient Object Detection and Segmentation0
Joint object detection and re-identification for 3D obstacle multi-camera systems0
DANet: Enhancing Small Object Detection through an Efficient Deformable Attention Network0
UAVs and Neural Networks for search and rescue missions0
Semi-Supervised Object Detection with Uncurated Unlabeled Data for Remote Sensing ImagesCode1
Detecting Abnormal Health Conditions in Smart Home Using a Drone0
Enhancing Representations through Heterogeneous Self-Supervised Learning0
InstructDET: Diversifying Referring Object Detection with Generalized InstructionsCode1
HOD: A Benchmark Dataset for Harmful Object DetectionCode1
QE-BEV: Query Evolution for Bird's Eye View Object Detection in Varied ContextsCode0
Towards Long-Range 3D Object Detection for Autonomous Vehicles0
HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged InformationCode1
How To Effectively Train An Ensemble Of Faster R-CNN Object Detectors To Quantify UncertaintyCode0
Activate and Reject: Towards Safe Domain Generalization under Category Shift0
SeeDS: Semantic Separable Diffusion Synthesizer for Zero-shot Food DetectionCode1
Collaborative Camouflaged Object Detection: A Large-Scale Dataset and BenchmarkCode1
Toward a Plug-and-Play Vision-Based Grasping Module for RoboticsCode1
Dense Random Texture Detection using Beta Distribution Statistics0
CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation0
Parking Spot Classification based on surround view camera system0
WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object DetectionCode1
Real-time Multi-modal Object Detection and Tracking on Edge for Regulatory Compliance Monitoring0
Swin-Tempo: Temporal-Aware Lung Nodule Detection in CT Scans as Video Sequences Using Swin Transformer-Enhanced UNet0
CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object DetectionCode2
CoBEV: Elevating Roadside 3D Object Detection with Depth and Height ComplementarityCode1
ViT-ReciproCAM: Gradient and Attention-Free Visual Explanations for Vision TransformerCode1
MagicDrive: Street View Generation with Diverse 3D Geometry ControlCode3
GET: Group Event Transformer for Event-Based VisionCode1
OneAdapt: Fast Configuration Adaptation for Video Analytics Applications via Backpropagation0
Exploring Model Learning Heterogeneity for Boosting Ensemble RobustnessCode0
Beyond the Benchmark: Detecting Diverse Anomalies in VideosCode0
MarineDet: Towards Open-Marine Object Detection0
DARTH: Holistic Test-time Adaptation for Multiple Object TrackingCode1
Adaptive Visual Scene Understanding: Incremental Scene Graph GenerationCode0
You Only Look at Once for Real-time and Generic Multi-TaskCode2
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense PredictionCode2
Pixel-Aligned Recurrent Queries for Multi-View 3D Object Detection0
Towards Robust 3D Object Detection In Rainy Conditions0
LS-VOS: Identifying Outliers in 3D Object Detections Using Latent Space Virtual Outlier Synthesis0
DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object DetectionCode1
Every Dataset Counts: Scaling up Monocular 3D Object Detection with Joint Datasets Training0
Self-supervised Learning of Contextualized Local Visual EmbeddingsCode0
You Do Not Need Additional Priors in Camouflage Object Detection0
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade DefenseCode0
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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