SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 926–950 of 14581 papers

TitleStatusHype
Learning deep representations by mutual information estimation and maximizationCode1
Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency DomainsCode1
Automatically designing CNN architectures using genetic algorithm for image classificationCode1
Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment ApproachCode1
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolutionCode1
End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHCCode1
Acquisition of Localization Confidence for Accurate Object DetectionCode1
End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using WearablesCode1
Invariant Information Clustering for Unsupervised Image Classification and SegmentationCode1
Machine Learning with Membership Privacy using Adversarial RegularizationCode1
AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple BenchmarkCode1
VFPred: A Fusion of Signal Processing and Machine Learning techniques in Detecting Ventricular Fibrillation from ECG SignalsCode1
This Looks Like That: Deep Learning for Interpretable Image RecognitionCode1
DARTS: Differentiable Architecture SearchCode1
Hierarchical Graph Representation Learning with Differentiable PoolingCode1
Task-Driven Convolutional Recurrent Models of the Visual SystemCode1
Cold-Start Aware User and Product Attention for Sentiment ClassificationCode1
Feature Pyramid Network for Multi-Class Land SegmentationCode1
Representation Learning of Entities and Documents from Knowledge Base DescriptionsCode1
Evaluating surgical skills from kinematic data using convolutional neural networksCode1
Evidential Deep Learning to Quantify Classification UncertaintyCode1
Unsupervised Feature Learning via Non-Parametric Instance DiscriminationCode1
Anonymous Walk EmbeddingsCode1
Improving the Resolution of CNN Feature Maps Efficiently with MultisamplingCode1
A Corpus for Multilingual Document Classification in Eight LanguagesCode1
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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