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 2601–2610 of 10420 papers

Title	Date	Tasks	Status
A Physics-Inspired Optimizer: Velocity Regularized Adam	May 19, 2025	image-classificationImage Classification	—Unverified
Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification	Feb 26, 2021	General Classificationimage-classification	—Unverified
Adversarial Embedding: A robust and elusive Steganography and Watermarking technique	Nov 14, 2019	Adversarial Attackimage-classification	—Unverified
Dynamic Conditional Networks for Few-Shot Learning	Sep 1, 2018	Face GenerationFew-Shot Learning	—Unverified
Dynamic Decoupling of Placid Terminal Attractor-based Gradient Descent Algorithm	Sep 10, 2024	image-classificationImage Classification	—Unverified
Dynamic Differential-Privacy Preserving SGD	Oct 30, 2021	Federated Learningimage-classification	—Unverified
Dynamic Fusion based Federated Learning for COVID-19 Detection	Sep 22, 2020	BIG-bench Machine LearningDecision Making	—Unverified
Class Instance Balanced Learning for Long-Tailed Classification	Jul 11, 2023	ClassificationContrastive Learning	—Unverified
Class-Incremental Mixture of Gaussians for Deep Continual Learning	Jul 9, 2023	Continual Learningimage-classification	—Unverified
A Perspective on Deep Vision Performance with Standard Image and Video Codecs	Apr 18, 2024	Image ClassificationSemantic Segmentation	—Unverified

Show:10 25 50

← PrevPage 261 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