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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3801–3810 of 10957 papers

Title	Date	Tasks	Status	Hype
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images	Apr 17, 2023	3D Pose EstimationBenchmarking	—Unverified	0
SDVRF: Sparse-to-Dense Voxel Region Fusion for Multi-modal 3D Object Detection	Apr 17, 2023	3D Object DetectionAutonomous Driving	—Unverified	0
Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey	Apr 17, 2023	Activity RecognitionDeep Learning	—Unverified	0
Leveraging Multi-view Data for Improved Detection Performance: An Industrial Use Case	Apr 17, 2023	Multiview DetectionObject	—Unverified	0
RadarFormer: Lightweight and Accurate Real-Time Radar Object Detection Model	Apr 17, 2023	Autonomous DrivingDeep Learning	CodeCode Available	1
DETRs Beat YOLOs on Real-time Object Detection	Apr 17, 2023	2D Object DetectionDecoder	CodeCode Available	8
A Survey on Few-Shot Class-Incremental Learning	Apr 17, 2023	class-incremental learningClass Incremental Learning	—Unverified	0
Vehicle Safety Management System	Apr 16, 2023	Managementobject-detection	—Unverified	0
Handling Heavy Occlusion in Dense Crowd Tracking by Focusing on the Heads	Apr 16, 2023	Multiple Object Trackingobject-detection	—Unverified	0
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation	Apr 15, 2023	Camouflaged Object SegmentationFew-shot Instance Segmentation	CodeCode Available	0

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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