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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1211–1220 of 10957 papers

Title	Date	Tasks	Status	Hype
Deep Directly-Trained Spiking Neural Networks for Object Detection	Jul 21, 2023	Objectobject-detection	CodeCode Available	1
PE-YOLO: Pyramid Enhancement Network for Dark Object Detection	Jul 20, 2023	Objectobject-detection	CodeCode Available	1
Cascade-DETR: Delving into High-Quality Universal Object Detection	Jul 20, 2023	DecoderObject	CodeCode Available	1
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection	Jul 20, 2023	object-detectionObject Detection	CodeCode Available	1
Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy Weather	Jul 18, 2023	Autonomous DrivingAutonomous Vehicles	CodeCode Available	1
MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results	Jul 18, 2023	Objectobject-detection	CodeCode Available	1
M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization	Jul 17, 2023	image-classificationImage Classification	CodeCode Available	1
Nonlinear optical encoding enabled by recurrent linear scattering	Jul 17, 2023	Data CompressionDecoder	CodeCode Available	1
Random Boxes Are Open-world Object Detectors	Jul 17, 2023	Objectobject-detection	CodeCode Available	1
Implementation of a perception system for autonomous vehicles using a detection-segmentation network in SoC FPGA	Jul 17, 2023	Autonomous VehiclesCPU	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