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Object Detection

Papers

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Showing 1021–1030 of 10957 papers

Title	Date	Tasks	Status	Hype
A Simple and Efficient Multi-task Network for 3D Object Detection and Road Understanding	Mar 6, 2021	3D Object DetectionAutonomous Driving	CodeCode Available	1
Absolute distance prediction based on deep learning object detection and monocular depth estimation models	Nov 2, 2021	Depth EstimationMonocular Depth Estimation	CodeCode Available	1
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection	Apr 22, 2019	GPUobject-detection	CodeCode Available	1
An End-to-End Transformer Model for 3D Object Detection	Sep 16, 2021	3D Object Detectionobject-detection	CodeCode Available	1
Adaptive Self-Training for Object Detection	Dec 7, 2022	ObjectObject Detection	CodeCode Available	1
Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation	May 20, 2025	Few-Shot Object DetectionInstance Segmentation	CodeCode Available	1
DECO: Query-Based End-to-End Object Detection with ConvNets	Dec 21, 2023	DecoderObject	CodeCode Available	1
Adaptive Rotated Convolution for Rotated Object Detection	Mar 14, 2023	ARCObject	CodeCode Available	1
Decoupled Adaptation for Cross-Domain Object Detection	Oct 6, 2021	Domain AdaptationObject	CodeCode Available	1
A Broad Study on the Transferability of Visual Representations with Contrastive Learning	Mar 24, 2021	Contrastive LearningLinear evaluation	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