SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1251–1275 of 14581 papers

TitleStatusHype
Active learning for medical code assignment—0
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment—0
End-to-End Mandarin Tone Classification with Short Term Context Information—0
Artificial Intelligence Methods Based Hierarchical Classification of Frontotemporal Dementia to Improve Diagnostic Predictability—0
Automated Mechanism Design for Classification with Partial Verification—0
Deep learning using Havrda-Charvat entropy for classification of pulmonary endomicroscopy—0
Hyperspectral Pigment Analysis of Cultural Heritage Artifacts Using the Opaque Form of Kubelka-Munk Theory—0
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost—0
Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition—0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic ModelingCode0
Constructing Contrastive samples via Summarization for Text Classification with limited annotationsCode0
Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networksCode0
Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep LearningCode0
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification—0
eGAN: Unsupervised approach to class imbalance using transfer learningCode0
Assessment of the influence of features on a classification problem: an application to COVID-19 patients—0
Deep Transformer Networks for Time Series Classification: The NPP Safety Case—0
Image Segmentation, Compression and Reconstruction from Edge Distribution Estimation with Random Field and Random Cluster Theories—0
Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model—0
Out-of-distribution detection in satellite image classification—0
BERT-based Chinese Text Classification for Emergency Domain with a Novel Loss Function—0
Class-Wise Principal Component Analysis for hyperspectral image feature extraction—0
Robust Training of Social Media Image Classification Models for Rapid Disaster Response—0
Self-Weighted Ensemble Method to Adjust the Influence of Individual Models based on Reliability—0
Chest X-Ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified