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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1451–1500 of 14581 papers

TitleStatusHype
Meta-Learning for Neural Relation Classification with Distant Supervision—0
Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer ProxiesCode1
Real-Time Edge Classification: Optimal Offloading under Token Bucket ConstraintsCode0
Structural Prior Driven Regularized Deep Learning for Sonar Image Classification—0
A Novel Classification Approach for Credit Scoring based on Gaussian Mixture Models—0
Automatically Identifying Words That Can Serve as Labels for Few-Shot Text ClassificationCode2
Deep Kernel Supervised Hashing for Node Classification in Structural Networks—0
One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification—0
A Dark and Bright Channel Prior Guided Deep Network for Retinal Image Quality Assessment—0
Classification of Important Segments in Educational Videos using Multimodal FeaturesCode1
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification—0
Empowering Knowledge Distillation via Open Set Recognition for Robust 3D Point Cloud Classification—0
Tissue characterization based on the analysis on i3DUS data for diagnosis support in neurosurgery—0
Discriminative feature generation for classification of imbalanced dataCode0
X-Class: Text Classification with Extremely Weak SupervisionCode1
Classifying Eye-Tracking Data Using Saliency MapsCode0
Classification of Spot-welded Joints in Laser Thermography Data using Convolutional Neural Networks—0
Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions—0
Large Scale Legal Text Classification Using Transformer Models—0
Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education—0
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet ClassificationCode1
Population Gradients improve performance across data-sets and architectures in object classification—0
Attention Transfer Network for Aspect-level Sentiment ClassificationCode1
Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification—0
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and KirundiCode1
Fusion of Dual Spatial Information for Hyperspectral Image ClassificationCode1
Zero-Shot Learning from scratch (ZFS): leveraging local compositional representations—0
Malware Traffic Classification: Evaluation of Algorithms and an Automated Ground-truth Generation Pipeline—0
Knowledge Distillation for BERT Unsupervised Domain AdaptationCode1
Classification with Rejection Based on Cost-sensitive Classification—0
An explainable deep vision system for animal classification and detection in trail-camera images with automatic post-deployment retraining—0
Mood Classification Using Listening DataCode1
Efficient Scale-Permuted Backbone with Learned Resource Distribution—0
Malaria detection from RBC images using shallow Convolutional Neural Networks—0
Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs—0
Urban Sound Classification : striving towards a fair comparisonCode1
Multilabel 12-Lead Electrocardiogram Classification Using Gradient Boosting Tree Ensemble—0
Precise Statistical Analysis of Classification Accuracies for Adversarial Training—0
Learning Speaker Embedding from Text-to-SpeechCode0
Adaptive Pixel-wise Structured Sparse Network for Efficient CNNs—0
Deep Learning Frameworks for Pavement Distress Classification: A Comparative AnalysisCode1
High-Capacity Complex Convolutional Neural Networks For I/Q Modulation Classification—0
Stacking Neural Network Models for Automatic Short Answer Scoring—0
Classifying Syntactic Errors in Learner LanguageCode0
How to Control the Error Rates of Binary Classifiers—0
ASCII: ASsisted Classification with Ignorance Interchange—0
Line Graph Neural Networks for Link PredictionCode1
Text Classification of Manifestos and COVID-19 Press Briefings using BERT and Convolutional Neural Networks—0
Coherent Hierarchical Multi-Label Classification NetworksCode1
Anisotropic Graph Convolutional Network for Semi-supervised Learning—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