SOTAVerified

Object Detection

Papers

Showing 10011010 of 10957 papers

TitleStatusHype
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States CitiesCode1
A Comparative Attention Framework for Better Few-Shot Object Detection on Aerial ImagesCode1
Absolute distance prediction based on deep learning object detection and monocular depth estimation modelsCode1
FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing ImageryCode1
A Self-supervised Approach for Adversarial RobustnessCode1
FAQ: Feature Aggregated Queries for Transformer-based Video Object DetectorsCode1
3D Object Detection for Autonomous Driving: A SurveyCode1
A Self-Training Approach for Point-Supervised Object Detection and Counting in CrowdsCode1
Augmented Box Replay: Overcoming Foreground Shift for Incremental Object DetectionCode1
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object DetectionCode1
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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