SOTAVerified

Object Detection

Papers

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Showing 3101–3150 of 10957 papers

TitleStatusHype
VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and BeyondCode0
Task-Driven Implicit Representations for Automated Design of LiDAR Systems—0
YH-MINER: Multimodal Intelligent System for Natural Ecological Reef Metric Extraction—0
The Meeseeks Mesh: Spatially Consistent 3D Adversarial Objects for BEV Detector—0
A Novel Shape-Aware Topological Representation for GPR Data with DNN Integration—0
ADD-SLAM: Adaptive Dynamic Dense SLAM with Gaussian Splatting—0
Underwater Diffusion Attention Network with Contrastive Language-Image Joint Learning for Underwater Image Enhancement—0
VL-SAM-V2: Open-World Object Detection with General and Specific Query Fusion—0
Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer AssistanceCode0
Mitigating Context Bias in Domain Adaptation for Object Detection using Mask Pooling—0
Sampling Strategies for Efficient Training of Deep Learning Object Detection Algorithms—0
RQR3D: Reparametrizing the regression targets for BEV-based 3D object detection—0
SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond ClassificationCode0
CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving—0
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining—0
Self-Classification Enhancement and Correction for Weakly Supervised Object Detection—0
MAFE R-CNN: Selecting More Samples to Learn Category-aware Features for Small Object Detection—0
Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAPCode0
RAZER: Robust Accelerated Zero-Shot 3D Open-Vocabulary Panoptic Reconstruction with Spatio-Temporal Aggregation—0
Multispectral Detection Transformer with Infrared-Centric Sensor FusionCode0
Detection of Underwater Multi-Targets Based on Self-Supervised Learning and Deformable Path Aggregation Feature Pyramid Network—0
SNAP: A Benchmark for Testing the Effects of Capture Conditions on Fundamental Vision TasksCode0
Safety2Drive: Safety-Critical Scenario Benchmark for the Evaluation of Autonomous Driving—0
Scaling Vision Mamba Across Resolutions via Fractal Traversal—0
Automated Quality Evaluation of Cervical Cytopathology Whole Slide Images Based on Content Analysis—0
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation—0
InstanceBEV: Unifying Instance and BEV Representation for Global Modeling—0
Non-planar Object Detection and Identification by Features Matching and Triangulation Growth—0
Enhancing Transformers Through Conditioned Embedded Tokens—0
VLC Fusion: Vision-Language Conditioned Sensor Fusion for Robust Object Detection—0
EarthSynth: Generating Informative Earth Observation with Diffusion Models—0
Experimental Study on Automatically Assembling Custom Catering Packages With a 3-DOF Delta Robot Using Deep Learning Methods—0
Improving Object Detection Performance through YOLOv8: A Comprehensive Training and Evaluation Study—0
MTevent: A Multi-Task Event Camera Dataset for 6D Pose Estimation and Moving Object DetectionCode0
A High-Performance Thermal Infrared Object Detection Framework with Centralized Regulation—0
Application of YOLOv8 in monocular downward multiple Car Target detection—0
Defect Detection in Photolithographic Patterns Using Deep Learning Models Trained on Synthetic Data—0
Beyond General Prompts: Automated Prompt Refinement using Contrastive Class Alignment Scores for Disambiguating Objects in Vision-Language Models—0
DRRNet: Macro-Micro Feature Fusion and Dual Reverse Refinement for Camouflaged Object DetectionCode0
MoRAL: Motion-aware Multi-Frame 4D Radar and LiDAR Fusion for Robust 3D Object Detection—0
Promoting SAM for Camouflaged Object Detection via Selective Key Point-based Guidance—0
HMPNet: A Feature Aggregation Architecture for Maritime Object Detection from a Shipborne PerspectiveCode0
Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix—0
Robustness Analysis against Adversarial Patch Attacks in Fully Unmanned Stores—0
MoKD: Multi-Task Optimization for Knowledge Distillation—0
Language-Driven Dual Style Mixing for Single-Domain Generalized Object DetectionCode0
DepthFusion: Depth-Aware Hybrid Feature Fusion for LiDAR-Camera 3D Object Detection—0
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras—0
VALISENS: A Validated Innovative Multi-Sensor System for Cooperative Automated Driving—0
Differentiable NMS via Sinkhorn Matching for End-to-End Fabric Defect Detection—0
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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