SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1251–1300 of 14581 papers

TitleStatusHype
Deep learning using Havrda-Charvat entropy for classification of pulmonary endomicroscopy—0
COVID-19 detection using chest X-rays: is lung segmentation important for generalization?Code0
Intra-Class Uncertainty Loss Function for Classification—0
Few-shot Intent Classification and Slot Filling with Retrieved Examples—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
Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networksCode0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic ModelingCode0
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
Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep LearningCode0
Constructing Contrastive samples via Summarization for Text Classification with limited annotationsCode0
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification—0
Hyperspectral Pigment Analysis of Cultural Heritage Artifacts Using the Opaque Form of Kubelka-Munk Theory—0
Image Segmentation, Compression and Reconstruction from Edge Distribution Estimation with Random Field and Random Cluster Theories—0
Out-of-distribution detection in satellite image classification—0
Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model—0
Robust Training of Social Media Image Classification Models for Rapid Disaster Response—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
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
Chest X-Ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings—0
eGAN: Unsupervised approach to class imbalance using transfer learningCode0
AdCOFE: Advanced Contextual Feature Extraction in Conversations for emotion classification—0
Self-Weighted Ensemble Method to Adjust the Influence of Individual Models based on Reliability—0
Classification, Slippage, Failure and Discovery—0
Fingerprint Presentation Attack Detection utilizing Time-Series, Color Fingerprint Captures—0
Prototypical Region Proposal Networks for Few-Shot Localization and Classification—0
Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation—0
Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text ClassificationCode0
A Deep Ensemble-based Wireless Receiver Architecture for Mitigating Adversarial Attacks in Automatic Modulation Classification—0
Scaling up graph homomorphism for classification via sampling—0
Quantum Enhanced Filter: QFilter—0
Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications—0
MPN: Multimodal Parallel Network for Audio-Visual Event Localization—0
Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models—0
Harmless label noise and informative soft-labels in supervised classification—0
Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers—0
Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and RegressionCode0
Hyperspectral and LiDAR data classification based on linear self-attention—0
Robust Adversarial Classification via Abstaining—0
Disentangled Non-Local Network for Hyperspectral and LiDAR Data Classification—0
A fully automated end-to-end process for fluorescence microscopy images of yeast cells: From segmentation to detection and classification—0
Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark—0
Classification with Runge-Kutta networks and feature space augmentationCode0
White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks—0
Brain Tumors Classification for MR images based on Attention Guided Deep Learning Model—0
BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text ClassificationCode0
Robust Classification Under _0 Attack for the Gaussian Mixture Model—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