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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3151–3160 of 10957 papers

Title	Date	Tasks	Status	Hype	Score
On the Importance of Backbone to the Adversarial Robustness of Object Detectors	May 27, 2023	Adversarial RobustnessAutonomous Driving	CodeCode Available	0	5
On Smart Gaze based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks	Feb 6, 2022	Objectobject-detection	CodeCode Available	0	5
On Physical Adversarial Patches for Object Detection	Jun 20, 2019	Objectobject-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-incremental Learning via Deep Model Consolidation	Mar 19, 2019	class-incremental learningClass Incremental Learning	CodeCode Available	0	5
Class Imbalance in Object Detection: An Experimental Diagnosis and Study of Mitigation Strategies	Mar 11, 2024	BenchmarkingData Augmentation	CodeCode Available	0	5
One Step Learning, One Step Review	Jan 19, 2024	image-classificationImage Classification	CodeCode Available	0	5
Class Disjointness Constraints as Specific Objective Functions in Neural Network Classifiers	Sep 1, 2017	Object Detection	CodeCode Available	0	5
On Generalizing Detection Models for Unconstrained Environments	Sep 28, 2019	Incremental LearningObject	CodeCode Available	0	5
Online multi-object tracking via robust collaborative model and sample selection	Jan 1, 2017	Multi-Object TrackingObject	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