SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4601–4650 of 14581 papers

TitleStatusHype
A framework for seizure detection using effective connectivity, graph theory and deep modular neural networks—0
Improved Hierarchical Patient Classification with Language Model Pretraining over Clinical NotesCode1
Eelgrass beds and oyster farming at a lagoon before and after the Great East Japan Earthquake 2011: potential to apply deep learning at a coastal area—0
Deep CNN frameworks comparison for malaria diagnosis—0
A Baseline for Few-Shot Image ClassificationCode0
Argument Component Classification for Classroom Discussions—0
Coarse2Fine: A Two-stage Training Method for Fine-grained Visual Classification—0
Efficient Sentence Embedding using Discrete Cosine TransformCode0
Classification with Costly Features as a Sequential Decision-Making ProblemCode0
Doppler Invariant Demodulation for Shallow Water Acoustic Communications Using Deep Belief Networks—0
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks—0
Receptive-field-regularized CNN variants for acoustic scene classificationCode1
Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications—0
An Evaluation Dataset for Intent Classification and Out-of-Scope PredictionCode1
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene ClassificationCode0
HinDom: A Robust Malicious Domain Detection System based on Heterogeneous Information Network with Transductive Classification—0
Distance transform regression for spatially-aware deep semantic segmentation—0
Tensor Analysis with n-Mode Generalized Difference SubspaceCode0
Graph Transfer Learning via Adversarial Domain Adaptation with Graph ConvolutionCode0
Annotation and Classification of Sentence-level Revision Improvement—0
Deep User Identification Model with Multiple Biometrics—0
Rates of Convergence for Large-scale Nearest Neighbor ClassificationCode0
Object Viewpoint Classification Based 3D Bounding Box Estimation for Autonomous Vehicles—0
Prospect Theory Based Crowdsourcing for Classification in the Presence of Spammers—0
Neural Attentive Bag-of-Entities Model for Text ClassificationCode1
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classificationCode0
A Bug or a Suggestion? An Automatic Way to Label Issues—0
A Geometry-Sensitive Approach for Photographic Style ClassificationCode0
STaDA: Style Transfer as Data Augmentation—0
Reinforcing Medical Image Classifier to Improve Generalization on Small Datasets—0
Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b—0
Targeted Example Generation for Compilation ErrorsCode0
Multi-level analysis and recognition of the text sentiment on the example of consumer opinions—0
Moral Stance Recognition and Polarity Classification from Twitter and Elicited Text—0
Sentiment Polarity Detection in Azerbaijani Social News Articles—0
Turkish Tweet Classification with Transformer Encoder—0
Linguistic classification: dealing jointly with irrelevance and inconsistency—0
Term Based Semantic Clusters for Very Short Text Classification—0
Sparse Victory -- A Large Scale Systematic Comparison of count-based and prediction-based vectorizers for text classificationCode0
Quotation Detection and Classification with a Corpus-Agnostic Model—0
Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates—0
A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information—0
Classification of Micro-Texts Using Sub-Word Embeddings—0
Classification Approaches to Identify Informative Tweets—0
Comparing a Hand-crafted to an Automatically Generated Feature Set for Deep Learning: Pairwise Translation Evaluation—0
Comparison of Machine Learning Approaches for Industry Classification Based on Textual Descriptions of Companies—0
EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks—0
Cross-Domain Sentiment Classification using Vector Embedded Domain Representations—0
Automatic Detection and Classification of Argument Components using Multi-task Deep Neural Network—0
Utilizing Pre-Trained Word Embeddings to Learn Classification Lexicons with Little Supervision—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