SOTAVerified

Object Detection

Papers

Showing 43514400 of 10957 papers

TitleStatusHype
Ladder: A software to label images, detect objects and deploy models recurrently for object detectionCode0
A Computing Kernel for Network Binarization on PyTorchCode0
Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture SearchCode0
Label-Guided Auxiliary Training Improves 3D Object DetectorCode0
Asynchronous Collaborative Graph Representation for Frames and EventsCode0
CRAFT Objects from ImagesCode0
Crafting GBD-Net for Object DetectionCode0
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object DetectionCode0
KPCA-CAM: Visual Explainability of Deep Computer Vision Models using Kernel PCACode0
Kvasir-VQA: A Text-Image Pair GI Tract DatasetCode0
Label Convergence: Defining an Upper Performance Bound in Object Recognition through Contradictory AnnotationsCode0
3D Object Recognition with Ensemble Learning --- A Study of Point Cloud-Based Deep Learning ModelsCode0
KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph GenerationCode0
COVID-19 personal protective equipment detection using real-time deep learning methodsCode0
KOLOMVERSE: Korea open large-scale image dataset for object detection in the maritime universeCode0
Knowledge Mining and Transferring for Domain Adaptive Object DetectionCode0
CoupleNet: Coupling Global Structure with Local Parts for Object DetectionCode0
Knowledge-driven Active LearningCode0
Knowledge Swapping via Learning and UnlearningCode0
K-Origins: Better Colour Quantification for Neural NetworksCode0
Knowledge Distillation for End-to-End Person SearchCode0
Counting Everyday Objects in Everyday ScenesCode0
Knowing Depth Quality In Advance: A Depth Quality Assessment Method For RGB-D Salient Object DetectionCode0
Counterexample-Guided Data AugmentationCode0
Kernel learning for visual perceptionCode0
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoringCode0
Knowledge distillation to effectively attain both region-of-interest and global semantics from an image where multiple objects appearCode0
Joint Viewpoint and Keypoint Estimation with Real and Synthetic DataCode0
Cost-Sensitive Uncertainty-Based Failure Recognition for Object DetectionCode0
Joint Semantic Mining for Weakly Supervised RGB-D Salient Object DetectionCode0
Joint stereo 3D object detection and implicit surface reconstructionCode0
Cost-effective Object Detection: Active Sample Mining with Switchable Selection CriteriaCode0
Joint Representation Learning for Text and 3D Point CloudCode0
Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric dataCode0
Joint Representation of Temporal Image Sequences and Object Motion for Video Object DetectionCode0
Kernel Cross-CorrelatorCode0
Joint 3D Proposal Generation and Object Detection from View AggregationCode0
COSMO: Contextualized Scene Modeling with Boltzmann MachinesCode0
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible TasksCode0
IterDet: Iterative Scheme for Object Detection in Crowded EnvironmentsCode0
Generative Modeling for Small-Data Object DetectionCode0
ISyNet: Convolutional Neural Networks design for AI acceleratorCode0
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense PredictionCode0
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic SegmentationCode0
Iterative Event-based Motion Segmentation by Variational Contrast MaximizationCode0
IP102: A Large-Scale Benchmark Dataset for Insect Pest RecognitionCode0
Correlation of Object Detection Performance with Visual Saliency and Depth EstimationCode0
IoU Loss for 2D/3D Object DetectionCode0
Investigating Weight-Perturbed Deep Neural Networks With Application in Iris Presentation Attack DetectionCode0
The State of Computer Vision Research in AfricaCode0
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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