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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 501–510 of 10957 papers

Title	Date	Tasks	Status	Hype
BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning	Apr 4, 2022	image-classificationImage Classification	CodeCode Available	2
Multi-Class Road User Detection With 3+1D Radar in the View-of-Delft Dataset	Apr 1, 2022	3D Object DetectionBenchmarking	CodeCode Available	2
Exploring Plain Vision Transformer Backbones for Object Detection	Mar 30, 2022	Cross-Domain Few-Shot Object DetectionInstance Segmentation	CodeCode Available	2
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data	Mar 30, 2022	3D Object Detection3D Semantic Segmentation	CodeCode Available	2
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection	Mar 30, 2022	2D Object DetectionBilevel Optimization	CodeCode Available	2
AdaMixer: A Fast-Converging Query-Based Object Detector	Mar 30, 2022	ObjectObject Detection	CodeCode Available	2
LiDAR Snowfall Simulation for Robust 3D Object Detection	Mar 28, 2022	3D Object DetectionAutonomous Driving	CodeCode Available	2
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training	Mar 24, 2022	Objectobject-detection	CodeCode Available	2
Sparse Instance Activation for Real-Time Instance Segmentation	Mar 24, 2022	Instance SegmentationObject	CodeCode Available	2
MonoDETR: Depth-guided Transformer for Monocular 3D Object Detection	Mar 24, 2022	3D Object Detection3D Object Detection From Monocular 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