SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4351–4400 of 14581 papers

TitleStatusHype
Universal Adversarial Perturbation for Text Classification—0
On the Effects of Pseudo and Quantum Random Number Generators in Soft Computing—0
NEURO-DRAM: a 3D recurrent visual attention model for interpretable neuroimaging classificationCode0
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta DataCode0
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer MarginCode0
Cribriform pattern detection in prostate histopathological images using deep learning models—0
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification—0
Deep localization of protein structures in fluorescence microscopy imagesCode0
Dynamic Mode Decomposition based feature for Image ClassificationCode0
Deep Network Classification by Scattering and Homotopy Dictionary LearningCode0
Directional Adversarial Training for Cost Sensitive Deep Learning Classification Applications—0
Automatic Construction of Multi-layer Perceptron Network from Streaming Examples—0
Observer Dependent Lossy Image CompressionCode0
Graph Few-shot Learning via Knowledge TransferCode0
Deep Neural Network Compression for Image Classification and Object DetectionCode0
Human Action Sequence Classification—0
Algorithmic Probability-guided Supervised Machine Learning on Non-differentiable Spaces—0
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation—0
Weighted graphlets and deep neural networks for protein structure classification—0
Multi-label Detection and Classification of Red Blood Cells in Microscopic Images—0
Rethinking Kernel Methods for Node Representation Learning on GraphsCode0
Text Level Graph Neural Network for Text ClassificationCode0
ChaosNet: A Chaos based Artificial Neural Network Architecture for ClassificationCode0
Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction MethodCode0
Fine-grained Sentiment Classification using BERTCode0
A Comparison Study on Nonlinear Dimension Reduction Methods with Kernel Variations: Visualization, Optimization and Classification—0
Classification As Decoder: Trading Flexibility For Control In Neural Dialogue—0
Tensor-based algorithms for image classificationCode0
Stacked Autoencoder Based Deep Random Vector Functional Link Neural Network for Classification—0
PINFER: Privacy-Preserving Inference for Machine Learning—0
Multi-level Gated Recurrent Neural Network for Dialog Act Classification—0
Generating Relevant Counter-Examples from a Positive Unlabeled Dataset for Image ClassificationCode0
Training Multiscale-CNN for Large Microscopy Image Classification in One Hour—0
BUZz: BUffer Zones for defending adversarial examples in image classification—0
An empirical study of pretrained representations for few-shot classification—0
Incremental learning for the detection and classification of GAN-generated imagesCode1
Harnessing the Power of Infinitely Wide Deep Nets on Small-data TasksCode0
Pay Attention: Leveraging Sequence Models to Predict the Useful Life of Batteries—0
Midi Miner -- A Python library for tonal tension and track classificationCode0
On the Detection of Digital Face ManipulationCode1
Partial differential equation regularization for supervised machine learning—0
Mental Task Classification Using Electroencephalogram SignalCode0
Sleep stage classification from heart-rate variability using long short-term memory neural networks—0
The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviewsCode0
Adversarially Robust Few-Shot Learning: A Meta-Learning ApproachCode0
Reconsidering Analytical Variational Bounds for Output Layers of Deep Networks—0
W-Net: A CNN-based Architecture for White Blood Cells Image ClassificationCode0
Contextual Local Explanation for Black Box Classifiers—0
Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection—0
Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images—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