SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 3001–3025 of 14581 papers

TitleStatusHype
Distilling Localization for Self-Supervised Representation Learning—0
Minority Oversampling for Imbalanced Time Series ClassificationCode0
Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection using Chest X-ray—0
Multi-source Attention for Unsupervised Domain AdaptationCode1
Cross-lingual Zero- and Few-shot Hate Speech Detection Utilising Frozen Transformer Language Models and AXEL—0
Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification—0
Gender Detection on Social Networks using Ensemble Deep Learning—0
Estimation of Classification Rules from Partially Classified Data—0
CLUE: A Chinese Language Understanding Evaluation BenchmarkCode2
ProFormer: Towards On-Device LSH Projection Based Transformers—0
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios—0
Integrated Eojeol Embedding for Erroneous Sentence Classification in Korean Chatbots—0
Uncertainty estimation for classification and risk prediction on medical tabular dataCode1
Multi-stage Jamming Attacks Detection using Deep Learning Combined with Kernelized Support Vector Machine in 5G Cloud Radio Access Networks—0
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples—0
Learning Spatial Relationships between Samples of Patent Image Shapes—0
Individual Fairness in Pipelines—0
VGCN-BERT: Augmenting BERT with Graph Embedding for Text ClassificationCode1
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM NetworkCode1
Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification—0
Would Mega-scale Datasets Further Enhance Spatiotemporal 3D CNNs?Code2
Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier—0
Training few-shot classification via the perspective of minibatch and pretraining—0
Latent regularization for feature selection using kernel methods in tumor classificationCode0
Exploring Optimal Deep Learning Models for Image-based Malware Variant 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