SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–10 of 14581 papers

TitleStatusHype
Specialized text classification: an approach to classifying Open Banking transactions—0
Universal Training of Neural Networks to Achieve Bayes Optimal Classification Accuracy—0
Revisiting MLLMs: An In-Depth Analysis of Image Classification Abilities—0
Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident NarrativesCode0
Ramsey Theorems for Trees and a General 'Private Learning Implies Online Learning' Theorem—0
Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition—0
DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models—0
Large Stepsize Gradient Descent for Logistic Loss: Non-Monotonicity of the Loss Improves Optimization Efficiency—0
Facial Beauty Analysis Using Distribution Prediction and CNN EnsemblesCode0
Improving performance of heart rate time series classification by grouping subjects—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified