SOTAVerified

Object Detection

Papers

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Showing 51–100 of 10957 papers

TitleStatusHype
ADAM: Autonomous Discovery and Annotation Model using LLMs for Context-Aware Annotations—0
Data Augmentation For Small Object using Fast AutoAugment—0
SpatialLM: Training Large Language Models for Structured Indoor Modeling—0
CrosswalkNet: An Optimized Deep Learning Framework for Pedestrian Crosswalk Detection in Aerial Images with High-Performance Computing—0
Domain Randomization for Object Detection in Manufacturing Applications using Synthetic Data: A Comprehensive StudyCode0
SAM2Auto: Auto Annotation Using FLASH—0
SpikeSMOKE: Spiking Neural Networks for Monocular 3D Object Detection with Cross-Scale Gated Coding—0
Multiple Object Stitching for Unsupervised Representation LearningCode1
Token Transforming: A Unified and Training-Free Token Compression Framework for Vision Transformer Acceleration—0
Edge-Enabled Collaborative Object Detection for Real-Time Multi-Vehicle PerceptionCode0
Bridging Annotation Gaps: Transferring Labels to Align Object Detection Datasets—0
Gen-n-Val: Agentic Image Data Generation and Validation—0
Synthetic Dataset Generation for Autonomous Mobile Robots Using 3D Gaussian Splatting for Vision Training—0
VoxDet: Rethinking 3D Semantic Occupancy Prediction as Dense Object Detection—0
AD-EE: Early Exiting for Fast and Reliable Vision-Language Models in Autonomous Driving—0
MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection—0
FALO: Fast and Accurate LiDAR 3D Object Detection on Resource-Constrained Devices—0
Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object DetectorCode1
Simulate Any Radar: Attribute-Controllable Radar Simulation via Waveform Parameter EmbeddingCode2
Probabilistic Online Event Downsampling—0
GeneA-SLAM2: Dynamic SLAM with AutoEncoder-Preprocessed Genetic Keypoints Resampling and Depth Variance-Guided Dynamic Region RemovalCode1
Structured Pruning and Quantization for Learned Image CompressionCode0
OD3: Optimization-free Dataset Distillation for Object DetectionCode1
iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection—0
A Compendium of Autonomous Navigation using Object Detection and Tracking in Unmanned Aerial Vehicles—0
Leadership Assessment in Pediatric Intensive Care Unit Team Training—0
Deformable Attention Mechanisms Applied to Object Detection, case of Remote Sensing—0
Conformal Object Detection by Sequential Risk Control—0
Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You NeedCode0
Rooms from Motion: Un-posed Indoor 3D Object Detection as Localization and Mapping—0
FMG-Det: Foundation Model Guided Robust Object Detection—0
CF-DETR: Coarse-to-Fine Transformer for Real-Time Object Detection—0
Language-guided Learning for Object Detection Tackling Multiple Variations in Aerial Images—0
WTEFNet: Real-Time Low-Light Object Detection for Advanced Driver-Assistance Systems—0
The Meeseeks Mesh: Spatially Consistent 3D Adversarial Objects for BEV Detector—0
VME: A Satellite Imagery Dataset and Benchmark for Detecting Vehicles in the Middle East and BeyondCode0
YH-MINER: Multimodal Intelligent System for Natural Ecological Reef Metric Extraction—0
Task-Driven Implicit Representations for Automated Design of LiDAR Systems—0
Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language ModelsCode2
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
OrionBench: A Benchmark for Chart and Human-Recognizable Object Detection in InfographicsCode3
SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond ClassificationCode0
RQR3D: Reparametrizing the regression targets for BEV-based 3D object detection—0
Adaptive Semantic Token Communication for Transformer-based Edge InferenceCode1
Sampling Strategies for Efficient Training of Deep Learning Object Detection Algorithms—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