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Object Detection

Papers

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Showing 3421–3430 of 10957 papers

TitleStatusHype
CFIS-YOLO: A Lightweight Multi-Scale Fusion Network for Edge-Deployable Wood Defect Detection—0
Aphid Cluster Recognition and Detection in the Wild Using Deep Learning Models—0
Advanced YOLO-based Real-time Power Line Detection for Vegetation Management—0
Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models—0
CF-DETR: Coarse-to-Fine Transformer for Real-Time Object Detection—0
A Performance Analysis of You Only Look Once Models for Deployment on Constrained Computational Edge Devices in Drone Applications—0
CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection—0
A Parallel Down-Up Fusion Network for Salient Object Detection in Optical Remote Sensing Images—0
Advanced Object Detection and Pose Estimation with Hybrid Task Cascade and High-Resolution Networks—0
A Pairwise DomMix Attentive Adversarial Network for Unsupervised Domain Adaptive Object 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