SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 60516100 of 14581 papers

TitleStatusHype
MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA0
Probabilistic Federated Neural Matching0
Unsupervised classification into unknown number of classes0
The Expressive Power of Deep Neural Networks with Circulant Matrices0
Unseen Action Recognition with Unpaired Adversarial Multimodal Learning0
Wasserstein Barycenter Model Ensembling0
Using Ontologies To Improve Performance In Massively Multi-label Prediction0
Outlier Detection from Image Data0
Surface Type Classification for Autonomous Robot Indoor Navigation0
Localized random projections challenge benchmarks for bio-plausible deep learning0
Polar Prototype Networks0
Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer0
Semi-Conditional Normalizing Flows for Semi-Supervised LearningCode0
Object detection deep learning networks for Optical Character RecognitionCode0
Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification0
Information Regularized Neural Networks0
Disease Identification From Unstructured User Input0
Introducing Graph Smoothness Loss for Training Deep Learning Architectures0
An Information-Theoretic Metric of Transferability for Task Transfer LearningCode0
Deep Ensemble Bayesian Active Learning : Adressing the Mode Collapse issue in Monte Carlo dropout via Ensembles0
Few-shot Classification on Graphs with Structural Regularized GCNs0
DEEP GEOMETRICAL GRAPH CLASSIFICATION0
Dimensionality Reduction for Representing the Knowledge of Probabilistic Models0
Classification in the dark using tactile exploration0
GEOMETRIC AUGMENTATION FOR ROBUST NEURAL NETWORK CLASSIFIERS0
CGNF: Conditional Graph Neural Fields0
A unified theory of adaptive stochastic gradient descent as Bayesian filtering0
Land Use and Land Cover Classification Using Deep Learning Techniques0
Fair Classification and Social Welfare0
FAST OBJECT LOCALIZATION VIA SENSITIVITY ANALYSIS0
A Novel Trend Symbolic Aggregate Approximation for Time Series0
How Training Data Affect the Accuracy and Robustness of Neural Networks for Image Classification0
Alignment Based Mathching Networks for One-Shot Classification and Open-Set Recognition0
Improving machine classification using human uncertainty measurements0
Graph Transformer0
Contextual Recurrent Convolutional Model for Robust Visual Learning0
Gradient-based learning for F-measure and other performance metrics0
Filter Training and Maximum Response: Classification via Discerning0
High-Performance Support Vector Machines and Its Applications0
Gender Classification from Iris Texture Images Using a New Set of Binary Statistical Image FeaturesCode0
Graph Classification with Geometric Scattering0
Unsupervised automatic classification of Scanning Electron Microscopy (SEM) images of CD4+ cells with varying extent of HIV virion infection0
Learning Fair Representations via an Adversarial FrameworkCode0
Graph Convolutional Networks with EigenPoolingCode0
Detecting Adversarial Examples through Nonlinear Dimensionality ReductionCode0
Cross-Modal Message Passing for Two-stream Fusion0
Factor Analysis in Fault Diagnostics Using Random Forest0
Attentive Spatio-Temporal Representation Learning for Diving Classification0
Eigen Values Features for the Classification of Brain Signals corresponding to 2D and 3D Educational Contents0
Deep Transfer Learning for Few-Shot SAR Image Classification0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1Unverified
2RFAccuracy92.96Unverified
3CARTAccuracy92.82Unverified
4LDAAccuracy77.22Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified
2XBNETAccuracy100Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified