SOTAVerified

Object Detection

Papers

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Showing 7276–7300 of 10957 papers

TitleStatusHype
Uncertainty Aware Proposal Segmentation for Unknown Object Detection—0
Track Boosting and Synthetic Data Aided Drone Detection—0
Application of deep learning to camera trap data for ecologists in planning / engineering -- Can captivity imagery train a model which generalises to the wild?—0
An Image Patch is a Wave: Phase-Aware Vision MLPCode0
Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset—0
A General Divergence Modeling Strategy for Salient Object Detection—0
Metamorphic Adversarial Detection Pipeline for Face Recognition Systems—0
Dense Uncertainty Estimation via an Ensemble-based Conditional Latent Variable Model—0
Lightweight Transformer Backbone for Medical Object Detection—0
Conifer Seedling Detection in UAV-Imagery with RGB-Depth Information—0
Efficient Softmax Approximation for Deep Neural Networks with Attention Mechanism—0
HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning—0
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run—0
Boosting Supervised Learning Performance with Co-training—0
LiDAR Cluster First and Camera Inference Later: A New Perspective Towards Autonomous Driving—0
On Vision Features in Multimodal Machine Translation—0
Single-stage uav detection and classification with yolov5: Mosaic data augmentation and panetCode0
Postdisaster image-based damage detection and repair cost estimation of reinforced concrete buildings using dual convolutional neural networks—0
Single Image Object Counting and Localizing using Active-Learning—0
TextMosaic: A New Data Augmentation Method for Named Entity Recognition Using Document-Level Contexts—0
Semantically Grounded Object Matching for Robust Robotic Scene RearrangementCode0
Robust and Accurate Object Detection via Self-Knowledge DistillationCode0
Fracture Detection in Wrist X-ray Images Using Deep Learning-Based Object Detection ModelsCode0
Factorial Convolution Neural Networks—0
Visual Understanding of Complex Table Structures from Document Images—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

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