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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3871–3880 of 10957 papers

Title	Date	Tasks	Status	Hype	Score
Machine learning approach of automatic identification and counting of blood cells	Jul 17, 2019	BIG-bench Machine LearningBlood Cell Count	CodeCode Available	0	5
M3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection	Jan 1, 2024	object-detectionObject Detection	CodeCode Available	0	5
TransCAB: Transferable Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World	Sep 6, 2022	Event Detectionimage-classification	CodeCode Available	0	5
Machine learning approach of automatic identification and counting of blood cells	Sep 5, 2019	BIG-bench Machine LearningBlood Cell Count	CodeCode Available	0	5
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms in Vision Transformers	Feb 4, 2024	Adversarial AttackGPU	CodeCode Available	0	5
Analysing Gender Bias in Text-to-Image Models using Object Detection	Jul 16, 2023	object-detectionObject Detection	CodeCode Available	0	5
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network	Nov 12, 2018	DecoderObject	CodeCode Available	0	5
Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-Supervised	Feb 3, 2021	object-detectionObject Detection	CodeCode Available	0	5
Analysing domain shift factors between videos and images for object detection	Jan 6, 2015	DiversityObject	CodeCode Available	0	5
Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection	Dec 19, 2019	Data AugmentationDense Object Detection	CodeCode Available	0	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