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 22612270 of 10420 papers

TitleStatusHype
Computational Integration of Human Vision and Natural Language through Bitext Alignment0
Compressive spectral image classification using 3D coded convolutional neural network0
AFINets: Attentive Feature Integration Networks for Image Classification0
Diagnosis of Autism in Children using Facial Analysis and Deep Learning0
Compressively Sensed Image Recognition0
Compressive Image Classification using Deterministic Sensing Matrices0
AFINet: Attentive Feature Integration Networks for Image Classification0
Compressing the Backward Pass of Large-Scale Neural Architectures by Structured Activation Pruning0
A CT Image Classification Network Framework for Lung Tumors Based on Pre-trained MobileNetV2 Model and Transfer learning, And Its Application and Market Analysis in the Medical field0
Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network0
Show:102550
← PrevPage 227 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
10RevCol-HTop 1 Accuracy90Unverified