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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 491–500 of 10957 papers

Title	Date	Tasks	Status	Hype
VSA: Learning Varied-Size Window Attention in Vision Transformers	Apr 18, 2022	Instance SegmentationObject Detection	CodeCode Available	2
CenterNet++ for Object Detection	Apr 18, 2022	Objectobject-detection	CodeCode Available	2
YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss	Apr 14, 2022	Multi-Person Pose Estimationobject-detection	CodeCode Available	2
Neighborhood Attention Transformer	Apr 14, 2022	image-classificationImage Classification	CodeCode Available	2
DAIR-V2X: A Large-Scale Dataset for Vehicle-Infrastructure Cooperative 3D Object Detection	Apr 12, 2022	3D Object DetectionAutonomous Driving	CodeCode Available	2
Localization Distillation for Object Detection	Apr 12, 2022	Knowledge DistillationObject	CodeCode Available	2
HIT-UAV: A high-altitude infrared thermal dataset for Unmanned Aerial Vehicle-based object detection	Apr 7, 2022	Objectobject-detection	CodeCode Available	2
DaViT: Dual Attention Vision Transformers	Apr 7, 2022	Computational EfficiencyImage Classification	CodeCode Available	2
Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection	Apr 6, 2022	Instance SegmentationObject	CodeCode Available	2
An Empirical Study of Remote Sensing Pretraining	Apr 6, 2022	Aerial Scene ClassificationBuilding change detection for remote sensing images	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