SOTAVerified

Object Detection

Papers

Showing 44264450 of 10957 papers

TitleStatusHype
Accelerating Deep Learning Applications in Space0
Domain Adaptation in 3D Object Detection with Gradual Batch Alternation Training0
Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset0
Domain Adaptation from Synthesis to Reality in Single-model Detector for Video Smoke Detection0
Domain Adaptation for Visual Applications: A Comprehensive Survey0
Adaptive Unbiased Teacher for Cross-Domain Object Detection0
Image Denoising via CNNs: An Adversarial Approach0
Efficiently Collecting Training Dataset for 2D Object Detection by Online Visual Feedback0
Image compositing is all you need for data augmentation0
BOUNDARY REGULARIZED BUILDING FOOTPRINT EXTRACTION FROM SATELLITE IMAGES USING DEEP NEURAL NETWORKS0
A New Image Codec Paradigm for Human and Machine Uses0
Image Conditioned Keyframe-Based Video Summarization Using Object Detection0
Boundary Regression for Leitmotif Detection in Music Audio0
Boundary Regularized Building Footprint Extraction From Satellite Images Using Deep Neural Network0
ViewpointDepth: A New Dataset for Monocular Depth Estimation Under Viewpoint Shifts0
Does Visual Pretraining Help End-to-End Reasoning?0
Image coding for machines: an end-to-end learned approach0
Image Data Augmentation for Deep Learning: A Survey0
Image Deraining and Denoising Convolutional Neural Network ForAutonomous Driving0
Boundary-Recovering Network for Temporal Action Detection0
Does Robustness on ImageNet Transfer to Downstream Tasks?0
A New Dataset and Comparative Study for Aphid Cluster Detection0
Does depth estimation help object detection?0
Boundary-guided Feature Aggregation Network for Salient Object Detection0
A New Dataset and Comparative Study for Aphid Cluster Detection and Segmentation in Sorghum Fields0
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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