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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 691–700 of 10957 papers

Title	Date	Tasks	Status	Hype
Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR	Sep 20, 2021	3D Object DetectionDepth Completion	CodeCode Available	1
DatasetEquity: Are All Samples Created Equal? In The Quest For Equity Within Datasets	Aug 19, 2023	3D Object DetectionAll	CodeCode Available	1
Energy-Based Models for Deep Probabilistic Regression	Sep 26, 2019	Head Pose Estimationobject-detection	CodeCode Available	1
DATA: Domain-Aware and Task-Aware Self-supervised Learning	Mar 17, 2022	image-classificationImage Classification	CodeCode Available	1
Advancing Referring Expression Segmentation Beyond Single Image	May 21, 2023	Co-Salient Object DetectionObject	CodeCode Available	1
Data-Free Quantization Through Weight Equalization and Bias Correction	Jun 11, 2019	Data Free Quantizationobject-detection	CodeCode Available	1
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking	Oct 3, 2023	Autonomous DrivingMultiple Object Tracking	CodeCode Available	1
DART: An Automated End-to-End Object Detection Pipeline with Data Diversification, Open-Vocabulary Bounding Box Annotation, Pseudo-Label Review, and Model Training	Jul 12, 2024	Image GenerationObject	CodeCode Available	1
Data Augmentation for Object Detection via Differentiable Neural Rendering	Mar 4, 2021	Data AugmentationNeural Rendering	CodeCode Available	1
Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation	Jun 11, 2024	Grounded Multimodal Named Entity Recognitionnamed-entity-recognition	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