SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 12201–12250 of 14581 papers

TitleStatusHype
StarcNet: Machine Learning for Star Cluster IdentificationCode0
Star-galaxy Classification Using Deep Convolutional Neural NetworksCode0
Self-produced Guidance for Weakly-supervised Object LocalizationCode0
StarNet: towards Weakly Supervised Few-Shot Object DetectionCode0
Predictive Multiplicity in ClassificationCode0
Neural Network QuineCode0
Weakly-Supervised Neural Text ClassificationCode0
Multilingual Hierarchical Attention Networks for Document ClassificationCode0
Neural Network Acceptability JudgmentsCode0
Finding the Optimal Vocabulary Size for Neural Machine TranslationCode0
Predict then Propagate: Graph Neural Networks meet Personalized PageRankCode0
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC MetricCode0
Predominant Musical Instrument Classification based on Spectral FeaturesCode0
Training Probabilistic Spiking Neural Networks with First-to-spike DecodingCode0
Self-Supervised Learning For Few-Shot Image ClassificationCode0
Neural Image Compression and ExplanationCode0
Premise Selection for Theorem Proving by Deep Graph EmbeddingCode0
Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN)Code0
MinCall - MinION end2end convolutional deep learning basecallerCode0
The geometry of integration in text classification RNNsCode0
On Symmetric Losses for Learning from Corrupted LabelsCode0
Self-supervised Mean Teacher for Semi-supervised Chest X-ray ClassificationCode0
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware LossCode0
Neural End-to-End Learning for Computational Argumentation MiningCode0
Statistical Equity: A Fairness Classification ObjectiveCode0
Statistical Guarantees for the Robustness of Bayesian Neural NetworksCode0
Pretrained Language Models for Sequential Sentence ClassificationCode0
Wise Sliding Window Segmentation: A classification-aided approach for trajectory segmentationCode0
Neural-Brane: Neural Bayesian Personalized Ranking for Attributed Network EmbeddingCode0
On self-supervised multi-modal representation learning: An application to Alzheimer's diseaseCode0
Visualization of Diseases at Risk in the COVID-19 LiteratureCode0
McKernel: A Library for Approximate Kernel Expansions in Log-linear TimeCode0
The HASYv2 datasetCode0
Primal-Dual Block Frank-WolfeCode0
Statistical Linear Models in Virus Genomic Alignment-free Classification: Application to Hepatitis C VirusesCode0
On Robust Trimming of Bayesian Network ClassifiersCode0
Statistical Loss and Analysis for Deep Learning in Hyperspectral Image ClassificationCode0
Neural Architectures for Fine-grained Entity Type ClassificationCode0
Statistically Robust Neural Network ClassificationCode0
MR Acquisition-Invariant Representation LearningCode0
Training Triplet Networks with GANCode0
Using Multi-Label Classification for Improved Question AnsweringCode0
Semantic3D.net: A new Large-scale Point Cloud Classification BenchmarkCode0
M-PACT: An Open Source Platform for Repeatable Activity Classification ResearchCode0
Semantically Consistent Regularization for Zero-Shot RecognitionCode0
McDiarmid Drift Detection Methods for Evolving Data StreamsCode0
The iMaterialist Fashion Attribute DatasetCode0
Multilingual and Multi-Aspect Hate Speech AnalysisCode0
Train Once, Test Anywhere: Zero-Shot Learning for Text ClassificationCode0
Privacy-Preserving Classification with Secret Vector MachinesCode0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified