SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13451–13500 of 14581 papers

TitleStatusHype
Latent regularization for feature selection using kernel methods in tumor classificationCode0
Improving Review Representations with User Attention and Product Attention for Sentiment ClassificationCode0
Human-grounded Evaluations of Explanation Methods for Text ClassificationCode0
Classification Under Human AssistanceCode0
Experiments with Three Approaches to Recognizing Lexical EntailmentCode0
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to EvolvabilityCode0
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and DocumentsCode0
Depth-Adaptive Graph Recurrent Network for Text ClassificationCode0
Classification using Ensemble Learning under Weighted Misclassification LossCode0
Experiments with Universal CEFR ClassificationCode0
Classification Using Link PredictionCode0
Learning Discriminative Stein Kernel for SPD Matrices and Its ApplicationsCode0
Classification using margin pursuitCode0
Expert identification of visual primitives used by CNNs during mammogram classificationCode0
Derivative Delay Embedding: Online Modeling of Streaming Time SeriesCode0
Classification via local manifold approximationCode0
Derivative free optimization via repeated classificationCode0
Activation Analysis of a Byte-Based Deep Neural Network for Malware ClassificationCode0
Classification with abstention but without disparitiesCode0
Classification With an Edge: Improving Semantic Image Segmentation with Boundary DetectionCode0
ConvPoint: Continuous Convolutions for Point Cloud ProcessingCode0
Invariant backpropagation: how to train a transformation-invariant neural networkCode0
Classification with Costly Features as a Sequential Decision-Making ProblemCode0
Classification with Costly Features using Deep Reinforcement LearningCode0
Explainability Guided Multi-Site COVID-19 CT ClassificationCode0
Classification with Fairness Constraints: A Meta-Algorithm with Provable GuaranteesCode0
Explainability Methods for Graph Convolutional Neural NetworksCode0
Explainable Abuse Detection as Intent Classification and Slot FillingCode0
Explainable AI for Classification using Probabilistic Logic InferenceCode0
Learning Disentangled Representations via Mutual Information EstimationCode0
Classification without labels: Learning from mixed samples in high energy physicsCode0
Improving Sentiment Classification in Slovak LanguageCode0
Generalizing Unmasking for Short TextsCode0
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flowCode0
Age and Gender Classification using Convolutional Neural NetworksCode0
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound ClassificationCode0
Classification with Strategically Withheld DataCode0
Improving short text classification through global augmentation methodsCode0
Designing Illuminant Spectral Power Distributions for Surface ClassificationCode0
A Classification approach towards Unsupervised Learning of Visual RepresentationsCode0
Designing Neural Network Architectures using Reinforcement LearningCode0
Invariant Scattering Convolution NetworksCode0
Beyond Cats and Dogs: Semi-supervised Classification of fuzzy labels with overclusteringCode0
Classifier-agnostic saliency map extractionCode0
Inverse Classification for Comparison-based Interpretability in Machine LearningCode0
An Ensemble Classification Algorithm Based on Information Entropy for Data StreamsCode0
Design of Kernels in Convolutional Neural Networks for Image ClassificationCode0
Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie ReviewsCode0
A Semi-Supervised Self-Organizing Map with Adaptive Local ThresholdsCode0
Classifier uncertainty: evidence, potential impact, and probabilistic treatmentCode0
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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