SOTAVerified

Object Detection

Papers

Showing 25512600 of 10957 papers

TitleStatusHype
4D-Net for Learned Multi-Modal AlignmentCode1
DesCo: Learning Object Recognition with Rich Language DescriptionsCode1
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology SlidesCode1
Learning to Upsample by Learning to SampleCode1
Deep Learning Based Steel Pipe Weld Defect DetectionCode1
Effective Human-AI Teams via Learned Natural Language Rules and OnboardingCode1
Learning Where to Learn in Cross-View Self-Supervised LearningCode1
Edge-guided Multi-domain RGB-to-TIR image Translation for Training Vision Tasks with Challenging LabelsCode1
A Comprehensive Review of 3D Object Detection in Autonomous Driving: Technological Advances and Future DirectionsCode1
Contextual Diversity for Active LearningCode1
Edge-Aware Mirror Network for Camouflaged Object DetectionCode1
Deep Learning for 3D Point Clouds: A SurveyCode1
LiDAR-CS Dataset: LiDAR Point Cloud Dataset with Cross-Sensors for 3D Object DetectionCode1
LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object DetectionCode1
EDNet: Edge-Optimized Small Target Detection in UAV Imagery -- Faster Context Attention, Better Feature Fusion, and Hardware AccelerationCode1
Effective Self-supervised Pre-training on Low-compute Networks without DistillationCode1
Active Token MixerCode1
Lighting and Rotation Invariant Real-time Vehicle Wheel Detector based on YOLOv5Code1
Automatic Wood Pith Detector: Local Orientation Estimation and Robust AccumulationCode1
Lightweight LiDAR-Camera 3D Dynamic Object Detection and Multi-Class Trajectory PredictionCode1
Lightweight RGB-D Salient Object Detection from a Speed-Accuracy Tradeoff PerspectiveCode1
Lightweight Salient Object Detection in Optical Remote Sensing Images via Feature CorrelationCode1
Deep learning for radar data exploitation of autonomous vehicleCode1
Deep learning for table detection and structure recognition: A surveyCode1
Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object DetectorsCode1
LinK: Linear Kernel for LiDAR-based 3D PerceptionCode1
Exploiting Unlabeled Data with Vision and Language Models for Object DetectionCode1
Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ CamerasCode1
LiteYOLO-ID: A Lightweight Object Detection Network for Insulator Defect DetectionCode1
Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox DetectorCode1
LLM-Empowered Embodied Agent for Memory-Augmented Task Planning in Household RoboticsCode1
LLMs as Bridges: Reformulating Grounded Multimodal Named Entity RecognitionCode1
Contextual Convolutional Neural NetworksCode1
EagleVision: Object-level Attribute Multimodal LLM for Remote SensingCode1
Localized Vision-Language Matching for Open-vocabulary Object DetectionCode1
Localize to Classify and Classify to Localize: Mutual Guidance in Object DetectionCode1
Location-Sensitive Visual Recognition with Cross-IOU LossCode1
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
LogoDet-3K: A Large-Scale Image Dataset for Logo DetectionCode1
LoLI-Street: Benchmarking Low-Light Image Enhancement and BeyondCode1
Contextual Attention for Hand Detection in the WildCode1
Context-Transformer: Tackling Object Confusion for Few-Shot DetectionCode1
Look-into-Object: Self-supervised Structure Modeling for Object RecognitionCode1
Loss Function Discovery for Object Detection via Convergence-Simulation Driven SearchCode1
AutoShape: Real-Time Shape-Aware Monocular 3D Object DetectionCode1
Deeply supervised salient object detection with short connectionsCode1
EARL: An Elliptical Distribution aided Adaptive Rotation Label Assignment for Oriented Object Detection in Remote Sensing ImagesCode1
LRSAA: Large-scale Remote Sensing Image Target Recognition and Automatic AnnotationCode1
Dynamic Retraining-Updating Mean Teacher for Source-Free Object DetectionCode1
Dynamic Relevance Learning for Few-Shot Object DetectionCode1
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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