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Object Detection

Papers

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Showing 3571–3580 of 10957 papers

TitleStatusHype
Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection—0
A Novel Underwater Image Enhancement and Improved Underwater Biological Detection Pipeline—0
Efficient Transformer-based 3D Object Detection with Dynamic Token Halting—0
Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight—0
Category-Specific Object Reconstruction from a Single Image—0
Enhancing Layer Attention Efficiency through Pruning Redundant Retrievals—0
Enhancing Layout Hotspot Detection Efficiency with YOLOv8 and PCA-Guided Augmentation—0
Enhancing Lidar-based Object Detection in Adverse Weather using Offset Sequences in Time—0
Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications—0
A Novel Strategy for Improving Robustness in Computer Vision Manufacturing Defect 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