SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11401–11450 of 14581 papers

TitleStatusHype
An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning—0
Fast deterministic tourist walk for texture analysis—0
A Benchmark and Comparison of Active Learning for Logistic Regression—0
Interpreting the Predictions of Complex ML Models by Layer-wise Relevance Propagation—0
Interpretation of Prediction Models Using the Input Gradient—0
UniMiB SHAR: a new dataset for human activity recognition using acceleration data from smartphones—0
Inducing Interpretable Representations with Variational Autoencoders—0
Learning Multi-level Deep Representations for Image Emotion Classification—0
Bidirectional Tree-Structured LSTM with Head LexicalizationCode0
Deep Learning for the Classification of Lung Nodules—0
Kernel Cross-View Collaborative Representation based Classification for Person Re-Identification—0
Interpreting Finite Automata for Sequential Data—0
SANet: Structure-Aware Network for Visual Tracking—0
MDL-motivated compression of GLM ensembles increases interpretability and retains predictive power—0
Scalable Approximations for Generalized Linear Problems—0
ResFeats: Residual Network Based Features for Image Classification—0
Self-Supervised Video Representation Learning With Odd-One-Out Networks—0
Unsupervised Learning for Lexicon-Based ClassificationCode0
Text Classification Improved by Integrating Bidirectional LSTM with Two-dimensional Max PoolingCode0
Training Sparse Neural Networks—0
Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment—0
Efficient Stochastic Inference of Bitwise Deep Neural Networks—0
Fast Video Classification via Adaptive Cascading of Deep Models—0
A Survey of Credit Card Fraud Detection Techniques: Data and Technique Oriented Perspective—0
Understanding Anatomy Classification Through Attentive Response Maps—0
Multi-Scale Saliency Detection using Dictionary Learning—0
Semantic tracking: Single-target tracking with inter-supervised convolutional networks—0
DeepVO: A Deep Learning approach for Monocular Visual Odometry—0
Cross Domain Knowledge Transfer for Person Re-identification—0
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example—0
Improving training of deep neural networks via Singular Value Bounding—0
AFFACT - Alignment-Free Facial Attribute Classification Technique—0
Fuzzy Statistical Matrices for Cell Classification—0
Faster variational inducing input Gaussian process classification—0
Generalized BackPropagation, Étude De Cas: Orthogonality—0
A Discriminatively Learned CNN Embedding for Person Re-identificationCode0
Automatic Node Selection for Deep Neural Networks using Group Lasso Regularization—0
DelugeNets: Deep Networks with Efficient and Flexible Cross-layer Information InflowsCode0
Study on Feature Subspace of Archetypal Emotions for Speech Emotion Recognition—0
Low-rank Bilinear Pooling for Fine-Grained Classification—0
Semantic Regularisation for Recurrent Image Annotation—0
Machine Learning Approach for Skill Evaluation in Robotic-Assisted Surgery—0
Neural Style Representations and the Large-Scale Classification of Artistic Style—0
Deep Transfer Learning for Person Re-identification—0
Generalisation and Sharing in Triplet Convnets for Sketch based Visual Search—0
Algebraic multigrid support vector machinesCode0
A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs—0
Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation—0
Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute ClassificationCode0
Feature Extraction and Soft Computing Methods for Aerospace Structure Defect Classification—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