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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 431–440 of 10957 papers

Title	Date	Tasks	Status	Hype	Score
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting	Jan 18, 2024	Instance SegmentationInteractive Segmentation	CodeCode Available	2	5
A Strong and Reproducible Object Detector with Only Public Datasets	Apr 25, 2023	object-detectionObject Detection	CodeCode Available	2	5
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs	Mar 28, 2024	Fine-Grained Image ClassificationImage Classification	CodeCode Available	2	5
PillarNet: Real-Time and High-Performance Pillar-based 3D Object Detection	May 16, 2022	3D Object DetectionAutonomous Driving	CodeCode Available	2	5
Deep Neural Networks to Detect Weeds from Crops in Agricultural Environments in Real-Time: A Review	Nov 8, 2021	Object DetectionTransfer Learning	CodeCode Available	2	5
Deep Incubation: Training Large Models by Divide-and-Conquering	Dec 8, 2022	Image Segmentationobject-detection	CodeCode Available	2	5
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training	May 28, 2022	3D Object Detection3D Point Cloud Classification	CodeCode Available	2	5
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications	Aug 7, 2024	image-classificationImage Classification	CodeCode Available	2	5
Point-to-Box Network for Accurate Object Detection via Single Point Supervision	Jul 14, 2022	AttributeMultiple Instance Learning	CodeCode Available	2	5
Deep PCB To COCO Convertor	May 1, 2022	ClassificationData Augmentation	CodeCode Available	2	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