SOTAVerified

Object Detection

Papers

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Showing 5576–5600 of 10957 papers

TitleStatusHype
Metric-aligned Sample Selection and Critical Feature Sampling for Oriented Object Detection—0
A serial dual-channel library occupancy detection system based on Faster RCNN—0
Pseudo-Labeling Enhanced by Privileged Information and Its Application to In Situ Sequencing Images—0
NIPD: A Federated Learning Person Detection Benchmark Based on Real-World Non-IID DataCode0
Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods—0
Low-Confidence Samples Mining for Semi-supervised Object Detection—0
A systematic study of the foreground-background imbalance problem in deep learning for object detection—0
Transferability Metrics for Object DetectionCode0
Taming Detection Transformers for Medical Object Detection—0
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs—0
Video object detection for privacy-preserving patient monitoring in intensive careCode0
Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour FieldsCode0
The race to robustness: exploiting fragile models for urban camouflage and the imperative for machine learning security—0
Continual Learning for Out-of-Distribution Pedestrian DetectionCode0
Building Flyweight FLIM-based CNNs with Adaptive Decoding for Object Detection—0
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks—0
Object Detection based on the Collection of Geometric Evidence—0
Semi-supervised Object Detection: A Survey on Recent Research and Progress—0
Screening Autism Spectrum Disorder in childrens using Deep Learning Approach : Evaluating the classification model of YOLOv8 by comparing with other models—0
Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck—0
Efficient Annotation of Medieval ChartersCode0
Bridging the Performance Gap between DETR and R-CNN for Graphical Object Detection in Document Images—0
Deep Omni-supervised Learning for Rib Fracture Detection from Chest Radiology ImagesCode0
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning—0
RXFOOD: Plug-in RGB-X Fusion for Object of Interest Detection—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