SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 226–250 of 14581 papers

TitleStatusHype
Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition—0
Few-shot Intent Classification and Slot Filling with Retrieved Examples—0
Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews—0
Active learning for medical code assignment—0
COVID-19 detection using chest X-rays: is lung segmentation important for generalization?Code0
Automated Mechanism Design for Classification with Partial Verification—0
Deep learning using Havrda-Charvat entropy for classification of pulmonary endomicroscopy—0
Artificial Intelligence Methods Based Hierarchical Classification of Frontotemporal Dementia to Improve Diagnostic Predictability—0
Fruit Quality and Defect Image Classification with Conditional GAN Data AugmentationCode1
WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Soft LabelsCode1
Intra-Class Uncertainty Loss Function for Classification—0
Continual Learning for Text Classification with Information Disentanglement Based RegularizationCode1
End-to-End Mandarin Tone Classification with Short Term Context Information—0
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment—0
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information MaximizationCode0
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost—0
Hyperspectral Pigment Analysis of Cultural Heritage Artifacts Using the Opaque Form of Kubelka-Munk Theory—0
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification—0
Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networksCode0
Constructing Contrastive samples via Summarization for Text Classification with limited annotationsCode0
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
Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep LearningCode0
Zero-Shot Learning on 3D Point Cloud Objects and BeyondCode1
Assessment of the influence of features on a classification problem: an application to COVID-19 patients—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