SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13851–13900 of 14581 papers

TitleStatusHype
Gradient Matching Generative Networks for Zero-Shot LearningCode0
A Baseline for Multi-Label Image Classification Using An Ensemble of Deep Convolutional Neural NetworksCode0
Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and RegressionCode0
Distilling a Neural Network Into a Soft Decision TreeCode0
Fake Review Detection Using Behavioral and Contextual FeaturesCode0
A Review of Different Word Embeddings for Sentiment Classification using Deep LearningCode0
Distinguishing Antonyms and Synonyms in a Pattern-based Neural NetworkCode0
Composer Style Classification of Piano Sheet Music Images Using Language Model PretrainingCode0
Composing Distributed Representations of Relational PatternsCode0
Identifying Mislabeled Instances in Classification DatasetsCode0
Identifying networks with common organizational principlesCode0
Learnable pooling with Context Gating for video classificationCode0
Compositional Coding Capsule Network with K-Means Routing for Text ClassificationCode0
Distorted Representation Space Characterization Through Backpropagated GradientsCode0
Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information SourcesCode0
False Positive and Cross-relation Signals in Distant Supervision DataCode0
Label Consistent Fisher Vectors for Supervised Feature AggregationCode0
Compositional Model based Fisher Vector Coding for Image ClassificationCode0
Distributed and parallel time series feature extraction for industrial big data applicationsCode0
A Convolutional Transformation Network for Malware ClassificationCode0
Bayesian graph convolutional neural networks for semi-supervised classificationCode0
Uncertainty Estimations by Softplus normalization in Bayesian Convolutional Neural Networks with Variational InferenceCode0
Adaptive Covariate Acquisition for Minimizing Total Cost of ClassificationCode0
Accurate Image Super-Resolution Using Very Deep Convolutional NetworksCode0
Distributed Function Minimization in Apache SparkCode0
Learn Class Hierarchy using Convolutional Neural NetworksCode0
Compressed Learning: A Deep Neural Network ApproachCode0
A Baseline for Few-Shot Image ClassificationCode0
Compressing the Input for CNNs with the First-Order Scattering TransformCode0
Fashion Landmark Detection and Category Classification for RoboticsCode0
Newton-ADMM: A Distributed GPU-Accelerated Optimizer for Multiclass Classification ProblemsCode0
GraKeL: A Graph Kernel Library in PythonCode0
Inducing a Lexicon of Abusive Words – a Feature-Based ApproachCode0
A Retrospective Analysis of the Fake News Challenge Stance Detection TaskCode0
Learning to Zoom: a Saliency-Based Sampling Layer for Neural NetworksCode0
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)Code0
Inducing Generalized Multi-Label Rules with Learning Classifier SystemsCode0
A Retrospective Analysis of the Fake News Challenge Stance-Detection TaskCode0
Fast and accurate sentiment classification using an enhanced Naive Bayes modelCode0
Identifying Unclear Questions in Community Question Answering WebsitesCode0
Fast and Accurate Time Series Classification with WEASELCode0
Learned in Translation: Contextualized Word VectorsCode0
GANchors: Realistic Image Perturbation Distributions for Anchors Using Generative ModelsCode0
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes?Code0
Are Graph Neural Networks Miscalibrated?Code0
An Architecture Combining Convolutional Neural Network (CNN) and Support Vector Machine (SVM) for Image ClassificationCode0
Fast and Robust Archetypal Analysis for Representation LearningCode0
A bag-to-class divergence approach to multiple-instance learningCode0
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and ClassificationCode0
FastBDT: A speed-optimized and cache-friendly implementation of stochastic gradient-boosted decision trees for multivariate classificationCode0
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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