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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 141–150 of 10957 papers

Title	Date	Tasks	Status	Hype
A Survey on Performance Metrics for Object-Detection Algorithms	Jul 21, 2020	BenchmarkingObject	CodeCode Available	3
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection	Jun 8, 2020	Dense Object DetectionGeneral Classification	CodeCode Available	3
U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection	May 18, 2020	Dichotomous Image SegmentationGPU	CodeCode Available	3
YOLOv4: Optimal Speed and Accuracy of Object Detection	Apr 23, 2020	BIG-bench Machine LearningData Augmentation	CodeCode Available	3
ResNeSt: Split-Attention Networks	Apr 19, 2020	image-classificationImage Classification	CodeCode Available	3
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection	Dec 5, 2019	Objectobject-detection	CodeCode Available	3
EfficientDet: Scalable and Efficient Object Detection	Nov 20, 2019	AutoMLObject	CodeCode Available	3
Bag of Freebies for Training Object Detection Neural Networks	Feb 11, 2019	General Classificationimage-classification	CodeCode Available	3
MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales	Oct 20, 2018	BIG-bench Machine LearningDistributed Computing	CodeCode Available	3
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields	Nov 24, 2016	2D Human Pose Estimation2D Pose Estimation	CodeCode Available	3

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All datasets COCO test-dev COCO minival COCO-O COCO 2017 val PASCAL VOC 2007 COCO 2017 CrowdHuman (full body)CPPE-5 LVIS v1.0 val Manga109-s 15test PKU-DDD17-Car Waymo 2D detection all_ns f0val

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Co-DETR	box mAP	66	—	Unverified
2	InternImage-H (M3I Pre-training)	box mAP	65.5	—	Unverified
3	M3I Pre-training (InternImage-H)	box mAP	65.4	—	Unverified
4	MoCaE	box mAP	65.1	—	Unverified
5	Co-DETR (Swin-L)	box mAP	64.8	—	Unverified
6	Focal-Stable-DINO (Focal-Huge, no TTA)	box mAP	64.8	—	Unverified
7	EVA	box mAP	64.7	—	Unverified
8	Group DETR v2	box mAP	64.5	—	Unverified
9	FocalNet-H (DINO)	box mAP	64.4	—	Unverified
10	InternImage-XL	box mAP	64.3	—	Unverified