SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4001–4050 of 14581 papers

TitleStatusHype
A Novel Approach Towards Identification of Alcohol and Drug Induced People—0
Effects of annotation granularity in deep learning models for histopathological images—0
Differentially Private and Fair Classification via Calibrated Functional Mechanism—0
Multi-Complementary and Unlabeled Learning for Arbitrary Losses and Models—0
Exploiting Language Instructions for Interpretable and Compositional Reinforcement Learning—0
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits—0
Boosting Occluded Image Classification via Subspace Decomposition Based Estimation of Deep FeaturesCode0
Semi-supervised learning method based on predefined evenly-distributed class centroids—0
CURE Dataset: Ladder Networks for Audio Event Classification—0
Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network ClassifiersCode0
Interpretable feature subset selection: A Shapley value based approach—0
Bag of Tricks for Retail Product Image ClassificationCode0
Multi-source Domain Adaptation for Visual Sentiment Classification—0
Convolutional Neural Networks based Focal Loss for Class Imbalance Problem: A Case Study of Canine Red Blood Cells Morphology Classification—0
Classification of Traffic Using Neural Networks by Rejecting: a Novel Approach in Classifying VPN Traffic—0
Sampling Prediction-Matching Examples in Neural Networks: A Probabilistic Programming Approach—0
Classification of LiDAR Data Combined Octave Convolution With Capsule Network—0
Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction—0
Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality ReductionCode0
μVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection—0
Learning to Encode and Classify Test Executions—0
An improved online learning algorithm for general fuzzy min-max neural network—0
The Effect of Data Ordering in Image Classification—0
Practical method to reclassify Web of Science articles into unique subject categories and broad disciplines—0
Text Complexity Classification Based on Linguistic Information: Application to Intelligent Tutoring of ESL—0
IMLI: An Incremental Framework for MaxSAT-Based Learning of Interpretable Classification Rules—0
Multimodal Semantic Transfer from Text to Image. Fine-Grained Image Classification by Distributional Semantics—0
Macromolecule Classification Based on the Amino-acid Sequence—0
Classification of human activity recognition using smartphones—0
Granular Learning with Deep Generative Models using Highly Contaminated Data—0
Cooperative Initialization based Deep Neural Network Training—0
Prediction of MRI Hardware Failures based on Image Features using Time Series Classification—0
Self-Learning AI Framework for Skin Lesion Image Segmentation and Classification—0
COPD Classification in CT Images Using a 3D Convolutional Neural Network—0
Adapting Deep Learning for Sentiment Classification of Code-Switched Informal Short TextCode0
FrequentNet: A Novel Interpretable Deep Learning Model for Image ClassificationCode0
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health ClassificationCode0
Question Type Classification Methods Comparison—0
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
Butterfly Detection and Classification Based on Integrated YOLO AlgorithmCode0
Graph-FCN for image semantic segmentation—0
Core-Collapse Supernova Gravitational-Wave Search and Deep Learning Classification—0
Learning Lexical Subspaces in a Distributional Vector SpaceCode0
Ensemble emotion recognizing with multiple modal physiological signals—0
Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling—0
EXPLOITING SEMANTIC COHERENCE TO IMPROVE PREDICTION IN SATELLITE SCENE IMAGE ANALYSIS: APPLICATION TO DISEASE DENSITY ESTIMATION—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