SOTAVerified

Object Detection

Papers

Showing 73517375 of 10957 papers

TitleStatusHype
ESOD:Edge-based Task Scheduling for Object Detection0
Noisy Annotation Refinement for Object Detection0
Model Composition: Can Multiple Neural Networks Be Combined into a Single Network Using Only Unlabeled Data?Code0
Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model BiasCode0
Detecting and Identifying Optical Signal Attacks on Autonomous Driving Systems0
Repaint: Improving the Generalization of Down-Stream Visual Tasks by Generating Multiple Instances of Training ExamplesCode0
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient DistillationCode0
Self-Supervised Object Detection via Generative Image SynthesisCode0
HM-Net: A Regression Network for Object Center Detection and Tracking on Wide Area Motion ImageryCode0
Discovery-and-Selection: Towards Optimal Multiple Instance Learning for Weakly Supervised Object Detection0
Network Augmentation for Tiny Deep Learning0
Improvised Aerial Object Detection approach for YOLOv3 Using Weighted Luminance0
Performance, Successes and Limitations of Deep Learning Semantic Segmentation of Multiple Defects in Transmission Electron Micrographs0
Video-Data Pipelines for Machine Learning ApplicationsCode0
Knowledge-driven Active LearningCode0
Receptive Field Broadening and Boosting for Salient Object Detection0
RGB-D Image Inpainting Using Generative Adversarial Network with a Late Fusion Approach0
Task-Driven Deep Image Enhancement Network for Autonomous Driving in Bad Weather0
Contrastive Proposal Extension with LSTM Network for Weakly Supervised Object Detection0
Fast Hand Detection in Collaborative Learning Environments0
Adversarial Scene Reconstruction and Object Detection System for Assisting Autonomous Vehicle0
Oriented Feature Alignment for Fine-grained Object Recognition in High-Resolution Satellite Imagery0
RelationRS: Relationship Representation Network for Object Detection in Aerial Images0
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss0
Improved Pillar with Fine-grained Feature for 3D Object Detection0
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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