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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3141–3150 of 10957 papers

Title	Date	Tasks	Status	Hype	Score
On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution Data	Nov 7, 2024	Dimensionality ReductionObject	CodeCode Available	0	5
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 the Black-box Explainability of Object Detection Models for Safe and Trustworthy Industrial Applications	Oct 28, 2024	Autonomous DrivingExplainable artificial intelligence	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
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions	Jan 3, 2019	DiagnosticImage Segmentation	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
Online multi-object tracking via robust collaborative model and sample selection	Jan 1, 2017	Multi-Object TrackingObject	CodeCode Available	0	5
Class-incremental Learning via Deep Model Consolidation	Mar 19, 2019	class-incremental learningClass Incremental Learning	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