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 3521–3530 of 10420 papers

Title	Date	Tasks	Status
FETCH: A Memory-Efficient Replay Approach for Continual Learning in Image Classification	Jul 17, 2024	BenchmarkingContinual Learning	—Unverified
Adversarial attacks on hybrid classical-quantum Deep Learning models for Histopathological Cancer Detection	Sep 8, 2023	image-classificationImage Classification	—Unverified
Few-shot Algorithm Assurance	Dec 28, 2024	Classificationimage-classification	—Unverified
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning	Sep 8, 2020	ClassificationGeneral Classification	—Unverified
Empirical Perspectives on One-Shot Semi-supervised Learning	Apr 8, 2020	image-classificationImage Classification	—Unverified
Empirical Risk Minimization for Stochastic Convex Optimization: O(1/n)- and O(1/n^2)-type of Risk Bounds	Feb 7, 2017	Image Classification	—Unverified
A Novel Solution of an Elastic Net Regularization for Dementia Knowledge Discovery using Deep Learning	Aug 21, 2021	Classificationfeature selection	—Unverified
Empowering Networks With Scale and Rotation Equivariance Using A Similarity Convolution	Mar 1, 2023	image-classificationImage Classification	—Unverified
Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification	May 13, 2025	Causal Inferencecounterfactual	—Unverified
Few-Shot Non-Parametric Learning with Deep Latent Variable Model	Jun 23, 2022	Classificationimage-classification	—Unverified

Show:10 25 50

← PrevPage 353 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	RevCol-H	Top 1 Accuracy	90	—	Unverified