SOTAVerified

Object Detection

Papers

Showing 63766400 of 10957 papers

TitleStatusHype
Semantic Image Segmentation with Deep Learning for Vine Leaf Phenotyping0
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with TransformersCode0
Photo-realistic Neural Domain Randomization0
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in TransformersCode0
IDD-3D: Indian Driving Dataset for 3D Unstructured Road ScenesCode0
Instance-Aware Image Completion0
Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection0
Automatic Cattle Identification using YOLOv5 and Mosaic Augmentation: A Comparative Analysis0
Semi-supervised object detection based on single-stage detector for thighbone fracture localization0
Geo6D: Geometric Constraints Learning for 6D Pose Estimation0
MixMask: Revisiting Masking Strategy for Siamese ConvNetsCode0
Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem0
PSA-Det3D: Pillar Set Abstraction for 3D object Detection0
XC: Exploring Quantitative Use Cases for Explanations in 3D Object DetectionCode0
Non-iterative optimization of pseudo-labeling thresholds for training object detection models from multiple datasets0
MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy0
Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image SetsCode0
Time and Cost-Efficient Bathymetric Mapping System using Sparse Point Cloud Generation and Automatic Object DetectionCode0
Virtual Reality via Object Pose Estimation and Active Learning: Realizing Telepresence Robots with Aerial Manipulation Capabilities0
Domain Adaptation in 3D Object Detection with Gradual Batch Alternation Training0
Object Recognition in Different Lighting Conditions at Various Angles by Deep Learning Method0
1st Place Solutions for the UVO Challenge 20220
Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles with Label Propagation for Cross-Domain Adaptation0
Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection0
PCGen: Point Cloud Generator for LiDAR Simulation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified