SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3151–3175 of 14581 papers

TitleStatusHype
Progressive Graph Convolutional Networks for Semi-Supervised Node ClassificationCode0
Strategies for Robust Image Classification—0
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural networkCode0
Negative Margin Matters: Understanding Margin in Few-shot ClassificationCode1
Neural encoding and interpretation for high-level visual cortices based on fMRI using image caption features—0
Fashion Landmark Detection and Category Classification for RoboticsCode0
Challenging the adversarial robustness of DNNs based on error-correcting output codes—0
Classification of Chinese Handwritten Numbers with Labeled Projective Dictionary Pair Learning—0
Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis—0
Integrating Crowdsourcing and Active Learning for Classification of Work-Life Events from Tweets—0
A New Gene Selection Algorithm using Fuzzy-Rough Set Theory for Tumor Classification—0
Milking CowMask for Semi-Supervised Image ClassificationCode0
A Collective Learning Framework to Boost GNN Expressiveness—0
Triad State Space Construction for Chaotic Signal Classification with Deep Learning—0
End-to-End Entity Classification on Multimodal Knowledge GraphsCode0
A general framework for causal classification—0
Discriminative Viewer Identification using Generative Models of Eye Gaze—0
Circumventing Outliers of AutoAugment with Knowledge DistillationCode1
Adversarial Multi-Binary Neural Network for Multi-class Classification—0
Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need?Code1
Boosting Ridge Regression for High Dimensional Data Classification—0
Multi-Lead ECG Classification via an Information-Based Attention Convolutional Neural Network—0
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation—0
A Systematic Evaluation: Fine-Grained CNN vs. Traditional CNN ClassifiersCode0
Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-task Learning—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