SOTAVerified

Object Detection

Papers

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Showing 4701–4750 of 10957 papers

TitleStatusHype
Möbius Transform for Mitigating Perspective Distortions in Representation Learning—0
ComFe: Interpretable Image Classifiers With Foundation Models, Transformers and Component FeaturesCode0
Adversarial Infrared Geometry: Using Geometry to Perform Adversarial Attack against Infrared Pedestrian Detectors—0
CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection—0
Investigation of the Impact of Synthetic Training Data in the Industrial Application of Terminal Strip Object Detection—0
Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed DetectionCode0
Multi-task Learning for Real-time Autonomous Driving Leveraging Task-adaptive Attention Generator—0
FastOcc: Accelerating 3D Occupancy Prediction by Fusing the 2D Bird's-Eye View and Perspective View—0
False Positive Sampling-based Data Augmentation for Enhanced 3D Object Detection Accuracy—0
Are Dense Labels Always Necessary for 3D Object Detection from Point Cloud?Code0
BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection—0
Loss Design for Single-carrier Joint Communication and Neural Network-based Sensing—0
Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery—0
Detecting Concrete Visual Tokens for Multimodal Machine Translation—0
COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems against Semantic Attacks—0
Lightweight Object Detection: A Study Based on YOLOv7 Integrated with ShuffleNetv2 and Vision Transformer—0
Explicit Motion Handling and Interactive Prompting for Video Camouflaged Object Detection—0
Leveraging Anchor-based LiDAR 3D Object Detection via Point Assisted Sample SelectionCode0
PillarGen: Enhancing Radar Point Cloud Density and Quality via Pillar-based Point Generation Network—0
NiNformer: A Network in Network Transformer with Token Mixing Generated Gating FunctionCode0
MCA: Moment Channel Attention NetworksCode0
Self-Supervised Representation Learning with Meta Comprehensive Regularization—0
ELA: Efficient Local Attention for Deep Convolutional Neural Networks—0
Run-time Introspection of 2D Object Detection in Automated Driving Systems Using Learning Representations—0
Beyond Night Visibility: Adaptive Multi-Scale Fusion of Infrared and Visible Images—0
Learning Causal Features for Incremental Object Detection—0
Abductive Ego-View Accident Video Understanding for Safe Driving Perception—0
YOLO-MED : Multi-Task Interaction Network for Biomedical Images—0
HyenaPixel: Global Image Context with ConvolutionsCode0
LLMs in Political Science: Heralding a New Era of Visual Analysis—0
Edge Computing Enabled Real-Time Video Analysis via Adaptive Spatial-Temporal Semantic Filtering—0
Boosting Semi-Supervised Object Detection in Remote Sensing Images With Active Teaching—0
SeMoLi: What Moves Together Belongs Together—0
Debiased Novel Category Discovering and Localization—0
ProtoP-OD: Explainable Object Detection with Prototypical Parts—0
Privacy-Preserving Autoencoder for Collaborative Object DetectionCode0
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization—0
Zero-Shot Aerial Object Detection with Visual Description RegularizationCode0
Spatial Coherence Loss: All Objects Matter in Salient and Camouflaged Object Detection—0
Detection of Micromobility Vehicles in Urban Traffic VideosCode0
Towards Unified 3D Object Detection via Algorithm and Data Unification—0
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection—0
Deployment Prior Injection for Run-time Calibratable Object Detection—0
AVS-Net: Point Sampling with Adaptive Voxel Size for 3D Scene UnderstandingCode0
A Vanilla Multi-Task Framework for Dense Visual Prediction Solution to 1st VCL Challenge -- Multi-Task Robustness Track—0
Probing Multimodal Large Language Models for Global and Local Semantic RepresentationsCode0
Real-Time Vehicle Detection and Urban Traffic Behavior Analysis Based on UAV Traffic Videos on Mobile Devices—0
Searching a Lightweight Network Architecture for Thermal Infrared Pedestrian Tracking—0
SaRPFF: A Self-Attention with Register-based Pyramid Feature Fusion module for enhanced RLD detection—0
MMW-Carry: Enhancing Carry Object Detection through Millimeter-Wave Radar-Camera Fusion—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified