SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 12551–12600 of 14581 papers

TitleStatusHype
Manifold Regularized Deep Neural Networks using Adversarial Examples—0
Learning Representations from EEG with Deep Recurrent-Convolutional Neural NetworksCode0
Multimodal sparse representation learning and applications—0
Compact Bilinear PoolingCode0
Fast Metric Learning For Deep Neural Networks—0
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial NetworksCode0
Training Deep Neural Networks via Direct Loss MinimizationCode0
Structured Prediction Energy Networks—0
Studying the control of non invasive prosthetic hands over large time spans—0
Harvesting comparable corpora and mining them for equivalent bilingual sentences using statistical classification and analogy- based heuristics—0
A Random Forest Guided Tour—0
Metric Learning with Adaptive Density DiscriminationCode1
Adversarial AutoencodersCode1
Classifying and Segmenting Microscopy Images Using Convolutional Multiple Instance Learning—0
Learning Structured Inference Neural Networks with Label Relations—0
Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models—0
Budget Online Multiple Kernel Learning—0
A System for Extracting Sentiment from Large-Scale Arabic Social Data—0
DeepFool: a simple and accurate method to fool deep neural networksCode0
Jointly Learning Non-negative Projection and Dictionary with Discriminative Graph Constraints for Classification—0
Accurate Image Super-Resolution Using Very Deep Convolutional NetworksCode0
Learning Fine-grained Features via a CNN Tree for Large-scale Classification—0
Learning Dense Convolutional Embeddings for Semantic Segmentation—0
Sequence to Sequence Learning for Optical Character Recognition—0
Novel Feature Extraction, Selection and Fusion for Effective Malware Family ClassificationCode0
ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks—0
DataGrinder: Fast, Accurate, Fully non-Parametric Classification Approach Using 2D Convex Hulls—0
Facial Expression Detection using Patch-based Eigen-face Isomap Networks—0
The Radon cumulative distribution transform and its application to image classification—0
Stochastic Expectation Propagation for Large Scale Gaussian Process Classification—0
Semi-supervised Tuning from Temporal CoherenceCode0
Learning with a Strong AdversaryCode0
A Hierarchical Spectral Method for Extreme Classification—0
Black-box α-divergence MinimizationCode0
Traffic Sign Classification Using Deep Inception Based Convolutional NetworksCode0
Spectral-Spatial Classification of Hyperspectral Image Using AutoencodersCode0
How far can we go without convolution: Improving fully-connected networksCode0
Detecting events and key actors in multi-person videos—0
Multiple Instance Dictionary Learning using Functions of Multiple InstancesCode0
Weakly Supervised Deep Detection NetworksCode0
A Winner-Take-All Approach to Emotional Neural Networks with Universal Approximation Property—0
Bearing fault diagnosis based on spectrum images of vibration signals—0
Performance Analysis of Multiclass Support Vector Machine Classification for Diagnosis of Coronary Heart Diseases—0
Review-Level Sentiment Classification with Sentence-Level Polarity Correction—0
Neutralized Empirical Risk Minimization with Generalization Neutrality Bound—0
Diffusion-Convolutional Neural NetworksCode0
Discrete Rényi Classifiers—0
Image classification based on support vector machine and the fusion of complementary features—0
An Empirical Study on Sentiment Classification of Chinese Review using Word Embedding—0
Data Stream Classification using Random Feature Functions and Novel Method Combinations—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