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Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 341–350 of 10957 papers

Title	Date	Tasks	Status	Hype
CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection	Oct 4, 2023	3D Object Detectioncross-modal alignment	CodeCode Available	2
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction	Oct 2, 2023	image-classificationImage Classification	CodeCode Available	2
You Only Look at Once for Real-time and Generic Multi-Task	Oct 2, 2023	Autonomous DrivingDrivable Area Detection	CodeCode Available	2
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists	Sep 30, 2023	Depth EstimationImage Generation	CodeCode Available	2
Detect Everything with Few Examples	Sep 22, 2023	Binary ClassificationCross-Domain Few-Shot Object Detection	CodeCode Available	2
EPTQ: Enhanced Post-Training Quantization via Hessian-guided Network-wise Optimization	Sep 20, 2023	Knowledge Distillationobject-detection	CodeCode Available	2
RMT: Retentive Networks Meet Vision Transformers	Sep 20, 2023	Instance Segmentationobject-detection	CodeCode Available	2
RaTrack: Moving Object Detection and Tracking with 4D Radar Point Cloud	Sep 18, 2023	Motion EstimationMotion Segmentation	CodeCode Available	2
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation	Sep 18, 2023	3D geometryDecoder	CodeCode Available	2
DAT++: Spatially Dynamic Vision Transformer with Deformable Attention	Sep 4, 2023	Image ClassificationInstance Segmentation	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