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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3161–3170 of 10957 papers

Title	Date	Tasks	Status	Hype	Score
On Smart Gaze based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks	Feb 6, 2022	Objectobject-detection	CodeCode Available	0	5
Class Disjointness Constraints as Specific Objective Functions in Neural Network Classifiers	Sep 1, 2017	Object Detection	CodeCode Available	0	5
Exploring the Bounds of the Utility of Context for Object Detection	Nov 15, 2017	object-detectionObject Detection	CodeCode Available	0	5
Class-Conditional self-reward mechanism for improved Text-to-Image models	May 22, 2024	Image Captioningobject-detection	CodeCode Available	0	5
One Step Learning, One Step Review	Jan 19, 2024	image-classificationImage Classification	CodeCode Available	0	5
On Generalizing Detection Models for Unconstrained Environments	Sep 28, 2019	Incremental LearningObject	CodeCode Available	0	5
Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection	Aug 26, 2019	3D Object DetectionAutonomous Driving	CodeCode Available	0	5
APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection	Dec 17, 2019	Adversarial RobustnessDensity Estimation	CodeCode Available	0	5
A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical Imaging	Sep 25, 2021	object-detectionObject Detection	CodeCode Available	0	5
OmniDet: Surround View Cameras based Multi-task Visual Perception Network for Autonomous Driving	Feb 15, 2021	Autonomous DrivingDepth Estimation	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