SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1126–1150 of 14581 papers

TitleStatusHype
Approximate kNN Classification for Biomedical Data—0
Beyond Cats and Dogs: Semi-supervised Classification of fuzzy labels with overclusteringCode0
Towards Human Haptic Gesture Interpretation for Robotic Systems—0
Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models—0
Evolving Character-level Convolutional Neural Networks for Text Classification—0
Linguistic Classification using Instance-Based Learning—0
Few-Shot Classification with Feature Map Reconstruction NetworksCode1
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings—0
Margin-Based Transfer Bounds for Meta Learning with Deep Feature Embedding—0
Fair Attribute Classification through Latent Space De-biasingCode1
A Study of Few-Shot Audio Classification—0
Leveraging Uncertainty from Deep Learning for Trustworthy Materials Discovery Workflows—0
About contrastive unsupervised representation learning for classification and its convergence—0
Red Blood Cell Segmentation with Overlapping Cell Separation and Classification on Imbalanced DatasetCode1
Siamese Basis Function Networks for Data-efficient Defect Classification in Technical Domains—0
Single-Shot Lightweight Model For The Detection of Lesions And The Prediction of COVID-19 From Chest CT ScansCode0
Comparison of Attention-based Deep Learning Models for EEG Classification—0
Classification of Multimodal Hate Speech -- The Winning Solution of Hateful Memes Challenge—0
Artist, Style And Year Classification Using Face Recognition And Clustering With Convolutional Neural Networks—0
Attention-gating for improved radio galaxy classificationCode0
Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart HomesCode0
Interpretable Phase Detection and Classification with Persistent Homology—0
Neural language models for text classification in evidence-based medicine—0
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video ClassificationCode1
Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification—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