SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 5051–5100 of 14581 papers

TitleStatusHype
Classification of Macromolecule Type Based on Sequences of Amino Acids Using Deep LearningCode0
A Semi-Supervised Self-Organizing Map with Adaptive Local ThresholdsCode0
A Semi-Supervised Self-Organizing Map for Clustering and ClassificationCode0
An Efficient Solution for Breast Tumor Segmentation and Classification in Ultrasound Images Using Deep Adversarial Learning—0
ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition -- RRC-MLT-2019—0
Learning to aggregate feature representations—0
Speaker-independent classification of phonetic segments from raw ultrasound in child speech—0
Symmetry Detection and Classification in Drawings of GraphsCode0
Learning to Find Correlated Features by Maximizing Information Flow in Convolutional Neural Networks—0
Difficulty-aware Meta-learning for Rare Disease Diagnosis—0
Deep Gamblers: Learning to Abstain with Portfolio TheoryCode0
Improved ICH classification using task-dependent learning—0
Progressive Fashion Attribute Extraction—0
Predicting Social Perception from Faces: A Deep Learning Approach—0
Latent Variable Sentiment GrammarCode0
Fake News Detection using Stance Classification: A Survey—0
A 1d convolutional network for leaf and time series classificationCode0
Classification of glomerular hypercellularity using convolutional features and support vector machine—0
Few-Shot Video Classification via Temporal Alignment—0
A PolSAR Scattering Power Factorization Framework and Novel Roll-Invariant Parameters Based Unsupervised Classification Scheme Using a Geodesic Distance—0
Convolution Based Spectral Partitioning Architecture for Hyperspectral Image ClassificationCode0
Optimizing CNN-based Hyperspectral ImageClassification on FPGAsCode0
Loss Switching Fusion with Similarity Search for Video ClassificationCode0
On the notion of number in humans and machinesCode0
On the performance of residual block design alternatives in convolutional neural networks for end-to-end audio classification—0
Morpheus: A Deep Learning Framework For Pixel-Level Analysis of Astronomical Image Data—0
Color Texture Classification Based on Proposed Impulse-Noise Resistant Color Local Binary Patterns and Significant Points Selection Algorithm—0
Assessing Post Deletion in Sina Weibo: Multi-modal Classification of Hot Topics—0
Automatic Hierarchical Classification of Kelps using Deep Residual Features—0
Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural NetworkCode0
AMF: Aggregated Mondrian Forests for Online LearningCode0
Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time WarpingCode0
Coding for Crowdsourced Classification with XOR Queries—0
Interpretable Image Recognition with Hierarchical PrototypesCode0
Explaining Deep Learning Models with Constrained Adversarial ExamplesCode0
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics—0
TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series ClassificationCode0
Multi-label Classification with Optimal Thresholding for Multi-composition Spectroscopic Analysis—0
SurReal: Fréchet Mean and Distance Transform for Complex-Valued Deep LearningCode0
Quality of Uncertainty Quantification for Bayesian Neural Network Inference—0
Deep Instance-Level Hard Negative Mining Model for Histopathology ImagesCode1
Classification and Clustering of Arguments with Contextualized Word EmbeddingsCode0
A Game-Theoretic Approach to Adversarial Linear Support Vector Classification—0
Binary Stochastic Representations for Large Multi-class Classification—0
Combining Machine Learning and Social Network Analysis to Reveal the Organizational Structures—0
Cross-lingual Data Transformation and Combination for Text Classification—0
An enhanced KNN-based twin support vector machine with stable learning rules—0
Asymmetric Random Projections—0
Deep learning approach to description and classification of fungi microscopic images—0
Unsupervised Ensemble Classification with Sequential and Networked Data—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