SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 14551–14581 of 14581 papers

TitleStatusHype
Active One-shot LearningCode0
Deep Distribution RegressionCode0
End-to-End Entity Classification on Multimodal Knowledge GraphsCode0
End-to-End Environmental Sound Classification using a 1D Convolutional Neural NetworkCode0
Attention-Based Convolutional Neural Network for Semantic Relation ExtractionCode0
An Optimization Approach to Learning Falling Rule ListsCode0
An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic EnvironmentsCode0
End-to-End Learned Early Classification of Time Series for In-Season Crop Type MappingCode0
End-to-End Learning from Complex Multigraphs with Latent-Graph Convolutional NetworksCode0
An Introduction to Deep Learning for the Physical LayerCode0
Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right FeatureCode0
Interactive Learning from Multiple Noisy LabelsCode0
A Large-Scale Car Dataset for Fine-Grained Categorization and VerificationCode0
AL2: Progressive Activation Loss for Learning General Representations in Classification Neural NetworksCode0
Attention-Based Bidirectional Long Short-Term Memory Networks for Relation ClassificationCode0
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer MarginCode0
A Kings Ransom for Encryption: Ransomware Classification using Augmented One-Shot Learning and Bayesian ApproximationCode0
Deep Extreme Multi-label LearningCode0
An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy ClassificationCode0
End-to-end neural relation extraction using deep biaffine attentionCode0
Deep Face Forgery DetectionCode0
Attentional Neural Network: Feature Selection Using Cognitive FeedbackCode0
Multi-scale Processing of Noisy Images using Edge Preservation LossesCode0
Learning compressed representations of blood samples time series with missing dataCode0
An innovative adaptive kriging approach for efficient binary classification of mechanical problemsCode0
Hierarchical Deep Recurrent Architecture for Video UnderstandingCode0
Improved Semantic Representations From Tree-Structured Long Short-Term Memory NetworksCode0
An Infra-Structure for Performance Estimation and Experimental Comparison of Predictive Models in RCode0
ADMM-SOFTMAX : An ADMM Approach for Multinomial Logistic RegressionCode0
DeepFool: a simple and accurate method to fool deep neural networksCode0
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine LearningCode0
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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