SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1401–1425 of 14581 papers

TitleStatusHype
Measure Inducing Classification and Regression Trees for Functional Data—0
Integer Programming-based Error-Correcting Output Code Design for Robust Classification—0
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification—0
HyperText: Endowing FastText with Hyperbolic GeometryCode0
Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information MaximizationCode1
Classifying Malware Images with Convolutional Neural Network Models—0
C-Net: A Reliable Convolutional Neural Network for Biomedical Image ClassificationCode0
Knowledge-Based Construction of Confusion Matrices for Multi-Label Classification Algorithms using Semantic Similarity Measures—0
On the Impact of Communities on Semi-supervised Classification Using Graph Neural NetworksCode0
Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides—0
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation LearningCode0
Why Do Better Loss Functions Lead to Less Transferable Features?—0
A Deep Convolutional Neural Network Applied to Ship Detection and Classification—0
Transfer Learning improves MI BCI models classification accuracy in Parkinson's disease patients—0
Short Text Classification Approach to Identify Child Sexual Exploitation Material—0
Multiple Sclerosis Severity Classification From Clinical Text—0
Robustifying Binary Classification to Adversarial Perturbation—0
Semi-Supervised Speech Recognition via Graph-based Temporal Classification—0
Collaborative Method for Incremental Learning on Classification and Generation—0
ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification—0
Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks—0
Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification—0
Augmenting transferred representations for stock classification—0
SigNet: A Novel Deep Learning Framework for Radio Signal Classification—0
NILM as a regression versus classification problem: the importance of thresholdingCode1
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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