SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3676–3700 of 14581 papers

TitleStatusHype
Classification of human activity recognition using smartphones—0
Granular Learning with Deep Generative Models using Highly Contaminated Data—0
Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed ClassificationCode1
Accumulated Polar Feature-based Deep Learning for Efficient and Lightweight Automatic Modulation Classification with Channel Compensation MechanismCode1
Classification of Large-Scale High-Resolution SAR Images with Deep Transfer LearningCode1
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological ImagesCode1
Macromolecule Classification Based on the Amino-acid Sequence—0
Prediction of MRI Hardware Failures based on Image Features using Time Series Classification—0
Cooperative Initialization based Deep Neural Network Training—0
Self-Learning AI Framework for Skin Lesion Image Segmentation and Classification—0
Adapting Deep Learning for Sentiment Classification of Code-Switched Informal Short TextCode0
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health ClassificationCode0
COPD Classification in CT Images Using a 3D Convolutional Neural Network—0
FrequentNet: A Novel Interpretable Deep Learning Model for Image ClassificationCode0
Fourier Transform Approach to Machine Learning III: Fourier Classification—0
The Real-World-Weight Cross-Entropy Loss Function: Modeling the Costs of Mislabeling—0
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data—0
Question Type Classification Methods Comparison—0
Graph-FCN for image semantic segmentation—0
Butterfly Detection and Classification Based on Integrated YOLO AlgorithmCode0
Reasoning on Knowledge Graphs with Debate DynamicsCode1
Learning Lexical Subspaces in a Distributional Vector SpaceCode0
Optimistic bounds for multi-output learning—0
Optimal Statistical Guaratees for Adversarially Robust Gaussian Classification—0
Healing Gaussian Process Experts—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