SOTAVerified

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

Showing 44314440 of 10420 papers

TitleStatusHype
I can't see it but I can Fine-tune it: On Encrypted Fine-tuning of Transformers using Fully Homomorphic Encryption0
Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper)0
Identifying Mislabeled Images in Supervised Learning Utilizing Autoencoder0
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response0
Deep learning based prediction of Alzheimer's disease from magnetic resonance images0
AMLA: an AutoML frAmework for Neural Network Design0
Deep Learning based Multi-Label Image Classification of Protest Activities0
Deep Learning based HEp-2 Image Classification: A Comprehensive Review0
Backpropagation-free Training of Deep Physical Neural Networks0
I2CANSAY:Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning0
Show:102550
← PrevPage 444 of 1042Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CoCa (finetuned)Top 1 Accuracy91Unverified
2Model soups (BASIC-L)Top 1 Accuracy90.98Unverified
3Model soups (ViT-G/14)Top 1 Accuracy90.94Unverified
4DaViT-GTop 1 Accuracy90.4Unverified
5Meta Pseudo Labels (EfficientNet-L2)Top 1 Accuracy90.2Unverified
6DaViT-HTop 1 Accuracy90.2Unverified
7SwinV2-GTop 1 Accuracy90.17Unverified
8MAWS (ViT-6.5B)Top 1 Accuracy90.1Unverified
9Florence-CoSwin-HTop 1 Accuracy90.05Unverified
10Meta Pseudo Labels (EfficientNet-B6-Wide)Top 1 Accuracy90Unverified