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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 461–470 of 10957 papers

Title	Date	Tasks	Status	Hype
More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity	Jul 7, 2022	Object DetectionSemantic Segmentation	CodeCode Available	2
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers	Jul 5, 2022	3D Object DetectionAutonomous Driving	CodeCode Available	2
Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection	Jul 4, 2022	object-detectionObject Detection	CodeCode Available	2
LargeKernel3D: Scaling up Kernels in 3D Sparse CNNs	Jun 21, 2022	3D Object DetectionObject	CodeCode Available	2
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications	Jun 21, 2022	Image ClassificationObject Detection	CodeCode Available	2
BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object Detection	Jun 21, 2022	3D Object DetectionDepth Estimation	CodeCode Available	2
Global Context Vision Transformers	Jun 20, 2022	image-classificationImage Classification	CodeCode Available	2
Occupancy-MAE: Self-supervised Pre-training Large-scale LiDAR Point Clouds with Masked Occupancy Autoencoders	Jun 20, 2022	3D Object Detection3D Semantic Segmentation	CodeCode Available	2
3D Object Detection for Autonomous Driving: A Comprehensive Survey	Jun 19, 2022	3D Object DetectionAutonomous Driving	CodeCode Available	2
K-Radar: 4D Radar Object Detection for Autonomous Driving in Various Weather Conditions	Jun 16, 2022	3D Object DetectionAutonomous Driving	CodeCode Available	2

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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