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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3271–3280 of 10957 papers

Title	Date	Tasks	Status	Hype	Score
CARL-D: A vision benchmark suite and large scale dataset for vehicle detection and scene segmentation	Feb 17, 2022	2D Object DetectionAutonomous Driving	CodeCode Available	0	5
Object Detection Difficulty: Suppressing Over-aggregation for Faster and Better Video Object Detection	Aug 22, 2023	Objectobject-detection	CodeCode Available	0	5
Care3D: An Active 3D Object Detection Dataset of Real Robotic-Care Environments	Oct 9, 2023	3D Object Detectionobject-detection	CodeCode Available	0	5
Object Detection and Tracking	Feb 14, 2025	Deep LearningObject	CodeCode Available	0	5
CARAFE: Content-Aware ReAssembly of FEatures	May 6, 2019	Feature UpsamplingInstance Segmentation	CodeCode Available	0	5
Object Detection as Probabilistic Set Prediction	Mar 15, 2022	Objectobject-detection	CodeCode Available	0	5
A Deep Learning Based Automatic Defect Analysis Framework for In-situ TEM Ion Irradiations	Aug 19, 2021	Defect Detectionobject-detection	CodeCode Available	0	5
OASL: Orientation-aware adaptive sampling learning for arbitrary oriented object detection	Apr 1, 2024	object-detectionObject Detection	CodeCode Available	0	5
Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection	Jul 23, 2019	Objectobject-detection	CodeCode Available	0	5
3D Harmonic Loss: Towards Task-consistent and Time-friendly 3D Object Detection on Edge for V2X Orchestration	Nov 7, 2022	3D Object DetectionEdge-computing	CodeCode Available	0	5

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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