Image Classification

Image Classification is a fundamental task in vision recognition that aims to understand and categorize an image as a whole under a specific label. Unlike object detection, which involves classification and location of multiple objects within an image, image classification typically pertains to single-object images. When the classification becomes highly detailed or reaches instance-level, it is often referred to as image retrieval, which also involves finding similar images in a large database.

Source: Metamorphic Testing for Object Detection Systems

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2291–2300 of 10420 papers

Title	Date	Tasks	Status
Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks	Jul 23, 2021	Domain Adaptationimage-classification	—Unverified
Artificial Intelligence-Based Image Classification for Diagnosis of Skin Cancer: Challenges and Opportunities	Nov 26, 2019	General Classificationimage-classification	—Unverified
A Feature Embedding Strategy for High-level CNN representations from Multiple ConvNets	May 11, 2017	Action ClassificationClassification	—Unverified
Differentially Private Federated Learning via Inexact ADMM	Jun 11, 2021	Federated Learningimage-classification	—Unverified
Compositional Few-Shot Recognition with Primitive Discovery and Enhancing	May 12, 2020	Few-Shot Image ClassificationFew-Shot Learning	—Unverified
A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images	Dec 22, 2020	Brain Tumor SegmentationEdge Detection	—Unverified
Compositional Convolutional Neural Networks: A Robust and Interpretable Model for Object Recognition under Occlusion	Jun 28, 2020	image-classificationImage Classification	—Unverified
Combining Compositional Models and Deep Networks For Robust Object Classification under Occlusion	May 28, 2019	General Classificationimage-classification	—Unverified
Acoustic Signal Analysis with Deep Neural Network for Detecting Fault Diagnosis in Industrial Machines	Dec 2, 2023	Deep LearningFault Detection	—Unverified
Compositional Attribute Imbalance in Vision Datasets	Jun 17, 2025	AttributeData Augmentation	—Unverified

Show:10 25 50

← PrevPage 230 of 1042Next →

All datasets ImageNet CIFAR-10 CIFAR-100 STL-10 ObjectNet MNIST SVHN iNaturalist 2018 ImageNet ReaL Flowers-102 Clothing1M mini WebVision 1.0

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	CoCa (finetuned)	Top 1 Accuracy	91	—	Unverified
2	Model soups (BASIC-L)	Top 1 Accuracy	90.98	—	Unverified
3	Model soups (ViT-G/14)	Top 1 Accuracy	90.94	—	Unverified
4	DaViT-G	Top 1 Accuracy	90.4	—	Unverified
5	Meta Pseudo Labels (EfficientNet-L2)	Top 1 Accuracy	90.2	—	Unverified
6	DaViT-H	Top 1 Accuracy	90.2	—	Unverified
7	SwinV2-G	Top 1 Accuracy	90.17	—	Unverified
8	MAWS (ViT-6.5B)	Top 1 Accuracy	90.1	—	Unverified
9	Florence-CoSwin-H	Top 1 Accuracy	90.05	—	Unverified
10	RevCol-H	Top 1 Accuracy	90	—	Unverified