SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 9576–9600 of 14581 papers

TitleStatusHype
The Effectiveness of Data Augmentation in Image Classification using Deep LearningCode0
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video ClassificationCode0
Exponential convergence of testing error for stochastic gradient methods—0
GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data—0
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations—0
A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image ClassificationCode0
Empirical Evaluation of Kernel PCA Approximation Methods in Classification Tasks—0
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced ClassificationCode0
3D Object Classification via Spherical Projections—0
Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise—0
Training Ensembles to Detect Adversarial ExamplesCode0
The Effectiveness of Data Augmentation for Detection of Gastrointestinal Diseases from Endoscopical Images—0
Generalized Zero-Shot Learning via Synthesized Examples—0
Fast Nearest-Neighbor Classification using RNN in Domains with Large Number of Classes—0
A Novel Way of Identifying Cyber Predators—0
Identifying the Mislabeled Training Samples of ECG Signals using Machine Learning—0
An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image ClassificationCode0
Gradient Normalization & Depth Based Decay For Deep Learning—0
Aspect Extraction and Sentiment Classification of Mobile Apps using App-Store Reviews—0
Cost-Sensitive Approach to Batch Size Adaptation for Gradient Descent—0
Blind Multiclass Ensemble Classification—0
Basic Thresholding Classification—0
Combining Deep Universal Features, Semantic Attributes, and Hierarchical Classification for Zero-Shot Learning—0
Representations of Sound in Deep Learning of Audio Features from Music—0
Semi-Supervised Learning with IPM-based GANs: an Empirical Study—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
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