SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5326–5350 of 14581 papers

TitleStatusHype
An Efficient Solution for Breast Tumor Segmentation and Classification in Ultrasound Images Using Deep Adversarial Learning—0
Classification of Macromolecule Type Based on Sequences of Amino Acids Using Deep LearningCode0
A Deep Reinforced Sequence-to-Set Model for Multi-Label ClassificationCode0
Exploring Pre-trained Language Models for Event Extraction and Generation—0
Stochastic Tokenization with a Language Model for Neural Text Classification—0
Predicting the Outcome of Deliberative Democracy: A Research Proposal—0
Sentiment Classification Using Document Embeddings Trained with Cosine SimilarityCode0
Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on TextCode0
Speaker-independent classification of phonetic segments from raw ultrasound in child speech—0
Transfer Capsule Network for Aspect Level Sentiment ClassificationCode0
Transfer Learning Based Free-Form Speech Command Classification for Low-Resource Languages—0
Symmetry Detection and Classification in Drawings of GraphsCode0
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit—0
Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings—0
Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision—0
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation ModelsCode0
Long-Distance Dependencies Don't Have to Be Long: Simplifying through Provably (Approximately) Optimal Permutations—0
Unsupervised Learning of Discourse-Aware Text Representation for Essay ScoringCode0
Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations—0
Learning to Find Correlated Features by Maximizing Information Flow in Convolutional Neural Networks—0
Difficulty-aware Meta-learning for Rare Disease Diagnosis—0
Latent Variable Sentiment GrammarCode0
Improved ICH classification using task-dependent learning—0
Deep Gamblers: Learning to Abstain with Portfolio TheoryCode0
Fake News Detection using Stance Classification: A Survey—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