SOTAVerified

Object Detection

Papers

Showing 47014725 of 10957 papers

TitleStatusHype
LiDAR-guided object search and detection in Subterranean Environments0
Can Transformer Attention Spread Give Insights Into Uncertainty of Detected and Tracked Objects?0
A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial ImagesCode1
Salient Object Detection via Dynamic Scale RoutingCode0
Synthetic Data Supervised Salient Object DetectionCode1
Object recognition in atmospheric turbulence scenesCode0
I see what you hear: a vision-inspired method to localize words0
LidarAugment: Searching for Scalable 3D LiDAR Data Augmentations0
Robust Object Detection in Remote Sensing Imagery with Noisy and Sparse Geo-Annotations (Full Version)Code1
Semantic Image Segmentation with Deep Learning for Vine Leaf Phenotyping0
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAECode1
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with TransformersCode0
Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharingCode1
Photo-realistic Neural Domain Randomization0
IDD-3D: Indian Driving Dataset for 3D Unstructured Road ScenesCode0
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in TransformersCode0
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
Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem0
Large-batch Optimization for Dense Visual PredictionsCode1
XC: Exploring Quantitative Use Cases for Explanations in 3D Object DetectionCode0
Geo6D: Geometric Constraints Learning for 6D Pose Estimation0
Towards Sustainable Self-supervised LearningCode1
Semi-supervised object detection based on single-stage detector for thighbone fracture localization0
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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