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 3621–3630 of 10420 papers

Title	Date	Tasks	Status
Classifying Images with CoLaNET Spiking Neural Network -- the MNIST Example	Sep 12, 2024	Classificationimage-classification	—Unverified
Ensemble of Models Trained by Key-based Transformed Images for Adversarially Robust Defense Against Black-box Attacks	Nov 16, 2020	image-classificationImage Classification	—Unverified
FIXED: Frustratingly Easy Domain Generalization with Mixup	Nov 7, 2022	Domain Generalizationimage-classification	—Unverified
Ensembles of feedforward-designed convolutional neural networks	Jan 8, 2019	DiversityGeneral Classification	—Unverified
Ensemble Soft-Margin Softmax Loss for Image Classification	May 10, 2018	ClassificationDiversity	—Unverified
Classifying neuromorphic data using a deep learning framework for image classification	Jul 2, 2018	BenchmarkingDeep Learning	—Unverified
Detection of Plant Leaf Disease Directly in the JPEG Compressed Domain using Transfer Learning Technique	Jul 10, 2021	image-classificationImage Classification	—Unverified
Detection of Non-uniformity in Parameters for Magnetic Domain Pattern Generation by Machine Learning	May 24, 2023	image-classificationImage Classification	—Unverified
Entanglement and Tensor Networks for Supervised Image Classification	Jul 12, 2020	BIG-bench Machine LearningClassification	—Unverified
Bias-Eliminating Augmentation Learning for Debiased Federated Learning	Jan 1, 2023	Federated Learningimage-classification	—Unverified

Show:10 25 50

← PrevPage 363 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	DaViT-H	Top 1 Accuracy	90.2	—	Unverified
6	Meta Pseudo Labels (EfficientNet-L2)	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	Meta Pseudo Labels (EfficientNet-B6-Wide)	Top 1 Accuracy	90	—	Unverified