SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 201–250 of 14581 papers

TitleStatusHype
Are Classes Clusters?—0
Cross-Modal Retrieval Augmentation for Multi-Modal Classification—0
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series ClassificationCode1
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure AnalysisCode1
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social MediaCode1
Flexible Instance-Specific Rationalization of NLP ModelsCode0
Learning Evolved Combinatorial Symbols with a Neuro-symbolic Generative Model—0
Contrastive Learning for Sports Video: Unsupervised Player ClassificationCode1
Shoulder Implant X-Ray Manufacturer Classification: Exploring with Vision TransformerCode0
Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data—0
Out-of-Distribution Detection for Dermoscopic Image Classification—0
A survey of active learning algorithms for supervised remote sensing image classification—0
Detect and Classify -- Joint Span Detection and Classification for Health OutcomesCode0
HIVE-COTE 2.0: a new meta ensemble for time series classificationCode1
Hierarchical Learning for Generation with Long Source Sequences—0
Text Guide: Improving the quality of long text classification by a text selection method based on feature importanceCode1
BERT based Transformers lead the way in Extraction of Health Information from Social MediaCode0
Identification of mental fatigue in language comprehension tasks based on EEG and deep learning—0
Unsupervised low-rank representations for speech emotion recognition—0
Audio feature ranking for sound-based COVID-19 patient detection—0
Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic InterferenceCode1
A Hyperbolic-to-Hyperbolic Graph Convolutional Network—0
Quadratic GCN for Graph ClassificationCode0
Process Outcome Prediction: CNN vs. LSTM (with Attention)—0
Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation—0
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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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