Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 501–525 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
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
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
LiDAR Snowfall Simulation for Robust 3D Object Detection	Mar 28, 2022	3D Object DetectionAutonomous Driving	CodeCode Available	2
Sparse Instance Activation for Real-Time Instance Segmentation	Mar 24, 2022	Instance SegmentationObject	CodeCode Available	2
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training	Mar 24, 2022	Objectobject-detection	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
Real-time Object Detection for Streaming Perception	Mar 23, 2022	Autonomous DrivingObject	CodeCode Available	2
Focal Modulation Networks	Mar 22, 2022	image-classificationImage Classification	CodeCode Available	2
Open-Vocabulary DETR with Conditional Matching	Mar 22, 2022	Language Modellingobject-detection	CodeCode Available	2
TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers	Mar 22, 2022	3D Object DetectionAutonomous Driving	CodeCode Available	2
Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds	Mar 21, 2022	AllGPU	CodeCode Available	2
V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer	Mar 20, 2022	3D Object DetectionAutonomous Vehicles	CodeCode Available	2
Voxel Set Transformer: A Set-to-Set Approach to 3D Object Detection from Point Clouds	Mar 19, 2022	3D Object Detectionobject-detection	CodeCode Available	2
Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion	Mar 18, 2022	3D Object DetectionData Augmentation	CodeCode Available	2
HybridNets: End-to-End Perception Network	Mar 17, 2022	Autonomous DrivingDrivable Area Detection	CodeCode Available	2
Decoupled Knowledge Distillation	Mar 16, 2022	image-classificationImage Classification	CodeCode Available	2
Accelerating DETR Convergence via Semantic-Aligned Matching	Mar 14, 2022	Objectobject-detection	CodeCode Available	2
QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization	Mar 11, 2022	image-classificationImage Classification	CodeCode Available	2
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection	Mar 9, 2022	Co-Salient Object Detectionobject-detection	CodeCode Available	2
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers	Mar 9, 2022	3D Object DetectionAutonomous Vehicles	CodeCode Available	2
ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer	Mar 8, 2022	Image Classificationobject-detection	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