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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 671–680 of 10957 papers

Title	Date	Tasks	Status	Hype
Adversarial Attack On Yolov5 For Traffic And Road Sign Detection	May 27, 2023	Adversarial Attackobject-detection	CodeCode Available	1
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking	Oct 3, 2023	Autonomous DrivingMultiple Object Tracking	CodeCode Available	1
Data Augmentation for Object Detection via Differentiable Neural Rendering	Mar 4, 2021	Data AugmentationNeural Rendering	CodeCode Available	1
3DMOTFormer: Graph Transformer for Online 3D Multi-Object Tracking	Aug 12, 2023	3D Multi-Object TrackingAutonomous Vehicles	CodeCode Available	1
Adversarial Attack and Defense of YOLO Detectors in Autonomous Driving Scenarios	Feb 10, 2022	Adversarial AttackAdversarial Defense	CodeCode Available	1
An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object Detection	Jan 24, 2020	ClusteringDeep Clustering	CodeCode Available	1
DATA: Domain-Aware and Task-Aware Self-supervised Learning	Mar 17, 2022	image-classificationImage Classification	CodeCode Available	1
DECO: Query-Based End-to-End Object Detection with ConvNets	Dec 21, 2023	DecoderObject	CodeCode Available	1
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion	Nov 29, 2021	Multi-Object TrackingObject	CodeCode Available	1
Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities	Dec 14, 2023	Autonomous NavigationMulti-Task Learning	CodeCode Available	1

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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