SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 401–425 of 14581 papers

TitleStatusHype
DocBERT: BERT for Document ClassificationCode1
DocSCAN: Unsupervised Text Classification via Learning from NeighborsCode1
Document Ranking with a Pretrained Sequence-to-Sequence ModelCode1
Does Head Label Help for Long-Tailed Multi-Label Text ClassificationCode1
Domain Generalization for Medical Imaging Classification with Linear-Dependency RegularizationCode1
Conditional Positional Encodings for Vision TransformersCode1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG ClassificationCode1
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive LearningCode1
Anonymous Walk EmbeddingsCode1
Dynamic Image for 3D MRI Image Alzheimer's Disease ClassificationCode1
Backdoor Attacks to Graph Neural NetworksCode1
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced ScenariosCode1
Editable Neural NetworksCode1
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery ClassificationCode1
An Unsupervised Autoregressive Model for Speech Representation LearningCode1
A Practioner's Guide to Evaluating Entity Resolution ResultsCode1
Active Learning for BERT: An Empirical StudyCode1
Efficient Pipeline for Camera Trap Image ReviewCode1
A pipeline for fair comparison of graph neural networks in node classification tasksCode1
Active Learning for Deep Object Detection via Probabilistic ModelingCode1
AP-Loss for Accurate One-Stage Object DetectionCode1
Dendrite Net: A White-Box Module for Classification, Regression, and System IdentificationCode1
End-to-End Lane Marker Detection via Row-wise ClassificationCode1
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep ArchitectureCode1
Bacteriophage classification for assembled contigs using Graph Convolutional NetworkCode1
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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