SOTAVerified

Object Detection

Papers

Showing 14761500 of 10957 papers

TitleStatusHype
Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object DetectionCode1
BirdNet+: End-to-End 3D Object Detection in LiDAR Bird's Eye ViewCode1
Fire and Smoke Detection with Burning Intensity RepresentationCode1
AlignDet: Aligning Pre-training and Fine-tuning in Object DetectionCode1
Det6D: A Ground-Aware Full-Pose 3D Object Detector for Improving Terrain RobustnessCode1
BitQ: Tailoring Block Floating Point Precision for Improved DNN Efficiency on Resource-Constrained DevicesCode1
An Efficient Domain-Incremental Learning Approach to Drive in All Weather ConditionsCode1
Florence-2: Advancing a Unified Representation for a Variety of Vision TasksCode1
Florence: A New Foundation Model for Computer VisionCode1
Black-box Explanation of Object Detectors via Saliency MapsCode1
Flow-Based Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object DetectionCode1
BlenDA: Domain Adaptive Object Detection through diffusion-based blendingCode1
An Efficient Method for Detecting Asphalt Pavement Cracks and Sealed Cracks Based on a Deep Data-Driven ModelCode1
BlendTorch: A Real-Time, Adaptive Domain Randomization LibraryCode1
3D Cascade RCNN: High Quality Object Detection in Point CloudsCode1
Align Deep Features for Oriented Object DetectionCode1
DetCo: Unsupervised Contrastive Learning for Object DetectionCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
Align and Distill: Unifying and Improving Domain Adaptive Object DetectionCode1
Detecting Camouflaged Object in Frequency DomainCode1
DeRPN: Taking a further step toward more general object detectionCode1
Boosting 3D Object Detection via Object-Focused Image FusionCode1
An Embedded Monocular Vision Approach for Ground-Aware Objects Detection and Position EstimationCode1
Camouflaged Object Detection via Context-aware Cross-level FusionCode1
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small DatasetsCode1
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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