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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2631–2640 of 10957 papers

Title	Date	Tasks	Status	Hype
User Friendly and Adaptable Discriminative AI: Using the Lessons from the Success of LLMs and Image Generation Models	Dec 11, 2023	Image Generationobject-detection	—Unverified	0
SimMining-3D: Altitude-Aware 3D Object Detection in Complex Mining Environments: A Novel Dataset and ROS-Based Automatic Annotation Pipeline	Dec 11, 2023	3D Object DetectionObject	—Unverified	0
Beyond Classification: Definition and Density-based Estimation of Calibration in Object Detection	Dec 11, 2023	Density EstimationObject	CodeCode Available	0
Mitigating Perspective Distortion-induced Shape Ambiguity in Image Crops	Dec 11, 2023	3D Object DetectionDepth Estimation	—Unverified	0
Dynamic Adversarial Attacks on Autonomous Driving Systems	Dec 10, 2023	Adversarial AttackAutonomous Driving	CodeCode Available	0
AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One	Dec 10, 2023	AllBenchmarking	CodeCode Available	3
Investigating YOLO Models Towards Outdoor Obstacle Detection For Visually Impaired People	Dec 10, 2023	object-detectionObject Detection	—Unverified	0
Spatial-wise Dynamic Distillation for MLP-like Efficient Visual Fault Detection of Freight Trains	Dec 10, 2023	Fault Detectionobject-detection	CodeCode Available	0
Open World Object Detection in the Era of Foundation Models	Dec 10, 2023	Medical Image AnalysisObject	—Unverified	0
Immature Green Apple Detection and Sizing in Commercial Orchards using YOLOv8 and Shape Fitting Techniques	Dec 8, 2023	Instance SegmentationManagement	—Unverified	0

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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