SOTAVerified

Object Detection

Papers

Showing 35013550 of 10957 papers

TitleStatusHype
Semi-supervised Object Detection: A Survey on Recent Research and Progress0
Screening Autism Spectrum Disorder in childrens using Deep Learning Approach : Evaluating the classification model of YOLOv8 by comparing with other models0
Efficient Annotation of Medieval ChartersCode0
DesCo: Learning Object Recognition with Rich Language DescriptionsCode1
Bridging the Performance Gap between DETR and R-CNN for Graphical Object Detection in Document Images0
Deep Omni-supervised Learning for Rib Fracture Detection from Chest Radiology ImagesCode0
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning0
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation ModelsCode1
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in SportsCode1
RXFOOD: Plug-in RGB-X Fusion for Object of Interest Detection0
Data-Free Backbone Fine-Tuning for Pruned Neural NetworksCode0
A systematic approach to deep learning-based nodule detection in chest radiographsCode1
Spiking Neural Network for Ultra-low-latency and High-accurate Object Detection0
Multi-Task Consistency for Active Learning0
Inter-Instance Similarity Modeling for Contrastive LearningCode1
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking0
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph MatchingCode2
Exploring the Effectiveness of Dataset Synthesis: An application of Apple Detection in Orchards0
Dynamic Perceiver for Efficient Visual RecognitionCode1
CrossKD: Cross-Head Knowledge Distillation for Object DetectionCode1
AVOIDDS: Aircraft Vision-based Intruder Detection Dataset and SimulatorCode1
Tame a Wild Camera: In-the-Wild Monocular Camera CalibrationCode1
Frame Fusion with Vehicle Motion Prediction for 3D Object Detection0
Multi-Granularity Hand Action DetectionCode1
Understanding Depth Map Progressively: Adaptive Distance Interval Separation for Monocular 3d Object Detection0
Multimodal Object Detection by Channel Switching and Spatial Attention0
Ladder: A software to label images, detect objects and deploy models recurrently for object detectionCode0
Scaling Open-Vocabulary Object DetectionCode0
RoseTracker: A system for automated rose growth monitoring0
Enhancing Visual Domain Adaptation with Source Preparation0
The Big Data Myth: Using Diffusion Models for Dataset Generation to Train Deep Detection Models0
ALP: Action-Aware Embodied Learning for Perception0
PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic SegmentationCode1
A Comparison of Self-Supervised Pretraining Approaches for Predicting Disease Risk from Chest Radiograph Images0
DEYOv2: Rank Feature with Greedy Matching for End-to-End Object Detection0
Infinite Photorealistic Worlds using Procedural GenerationCode5
Single-Stage Visual Query Localization in Egocentric Videos0
Robustness Analysis on Foundational Segmentation Models0
Multiclass Confidence and Localization Calibration for Object DetectionCode1
Predict to Detect: Prediction-guided 3D Object Detection using Sequential ImagesCode1
Object Detection in Hyperspectral Image via Unified Spectral-Spatial Feature AggregationCode1
X-Detect: Explainable Adversarial Patch Detection for Object Detectors in Retail0
Unraveling the ARC Puzzle: Mimicking Human Solutions with Object-Centric Decision Transformer0
Where Does My Model Underperform? A Human Evaluation of Slice Discovery AlgorithmsCode1
LMD: Light-weight Prediction Quality Estimation for Object Detection in Lidar Point CloudsCode0
Referring Camouflaged Object DetectionCode1
Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot, Generalizable Approach using RGB ImagesCode1
Towards a Robust Sensor Fusion Step for 3D Object Detection on Corrupted DataCode0
Revisiting Token Pruning for Object Detection and Instance SegmentationCode1
detrex: Benchmarking Detection Transformers0
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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