SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 6001–6050 of 14581 papers

TitleStatusHype
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment ClassificationCode0
Large-Scale Long-Tailed Recognition in an Open WorldCode1
Context-Aware Embeddings for Automatic Art AnalysisCode0
Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance MatricesCode0
Semi-Supervised Graph Classification: A Hierarchical Graph PerspectiveCode0
Multitask Hopfield Networks—0
CondConv: Conditionally Parameterized Convolutions for Efficient InferenceCode0
Deep Cytometry: Deep learning with Real-time Inference in Cell Sorting and Flow Cytometry—0
Exploring Uncertainty Measures for Image-Caption Embedding-and-Retrieval Task—0
Just Jump: Dynamic Neighborhood Aggregation in Graph Neural Networks—0
Classification of Imbalanced Data with a Geometric Digraph Family—0
A Non-linear Differential CNN-Rendering Module for 3D Data Enhancement—0
Attention-based Multi-instance Neural Network for Medical Diagnosis from Incomplete and Low Quality DataCode0
SWNet: Small-World Neural Networks and Rapid Convergence—0
Novel Uncertainty Framework for Deep Learning Ensembles—0
Generation & Evaluation of Adversarial Examples for Malware Obfuscation—0
Uncertainty Measures and Prediction Quality Rating for the Semantic Segmentation of Nested Multi Resolution Street Scene ImagesCode0
PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral imagesCode0
Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms—0
SPI-GCN: A Simple Permutation-Invariant Graph Convolutional Network—0
G-softmax: Improving Intra-class Compactness and Inter-class Separability of FeaturesCode0
SPEAK YOUR MIND! Towards Imagined Speech Recognition With Hierarchical Deep Learning—0
Optimizing Majority Voting Based Systems Under a Resource Constraint for Multiclass Problems—0
Hierarchical Deep Feature Learning For Decoding Imagined Speech From EEG—0
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts—0
Audio Classification of Bit-Representation Waveform—0
Decomposition-Based Transfer Distance Metric Learning for Image Classification—0
Large Margin Multi-modal Multi-task Feature Extraction for Image Classification—0
A Closer Look at Few-shot ClassificationCode1
Classification of pulsars with Dirichlet process Gaussian mixture model—0
Improving Image Classification Robustness through Selective CNN-Filters Fine-Tuning—0
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network—0
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images—0
Relational Action Forecasting—0
Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification—0
Multi-View Matrix Completion for Multi-Label Image Classification—0
WeNet: Weighted Networks for Recurrent Network Architecture Search—0
Cursive Multilingual Characters Recognition Based on Hard Geometric Features—0
Surface Defect Classification in Real-Time Using Convolutional Neural Networks—0
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance StatisticsCode1
Supervised Discrete Hashing with Relaxation—0
Proposing a Localized Relevance Vector Machine for Pattern Classification—0
ANTNets: Mobile Convolutional Neural Networks for Resource Efficient Image Classification—0
A Facial Affect Analysis System for Autism Spectrum Disorder—0
Compare More Nuanced:Pairwise Alignment Bilinear Network For Few-shot Fine-grained LearningCode0
Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification—0
KNN and ANN-based Recognition of Handwritten Pashto Letters using Zoning Features—0
Self-supervised speaker embeddings—0
Spatio-Temporal Attention Pooling for Audio Scene Classification—0
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 HoursCode0
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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