SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 626–650 of 14581 papers

TitleStatusHype
Early-Learning Regularization Prevents Memorization of Noisy LabelsCode1
A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG ClassificationCode1
Circumventing Outliers of AutoAugment with Knowledge DistillationCode1
An Unsupervised Autoregressive Model for Speech Representation LearningCode1
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery ClassificationCode1
An Open-source Tool for Hyperspectral Image Augmentation in TensorflowCode1
Adversarial Attacks on Time SeriesCode1
Efficient Graph Deep Learning in TensorFlow with tf_geometricCode1
Adversarial AutoencodersCode1
Dendrite Net: A White-Box Module for Classification, Regression, and System IdentificationCode1
EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence InformationCode1
A pipeline for fair comparison of graph neural networks in node classification tasksCode1
AP-Loss for Accurate One-Stage Object DetectionCode1
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal ClassificationCode1
End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHCCode1
A Framework for Enhancing Deep Neural Networks Against Adversarial MalwareCode1
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learningCode1
Adversarial Deep Network Embedding for Cross-network Node ClassificationCode1
A Practioner's Guide to Evaluating Entity Resolution ResultsCode1
Equality of Opportunity in Supervised LearningCode1
Adversarial Discriminative Domain AdaptationCode1
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object DetectionCode1
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained ClassificationCode1
Evaluating surgical skills from kinematic data using convolutional neural networksCode1
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax DiseasesCode1
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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