SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 7451–7500 of 14581 papers

TitleStatusHype
Quantifying Learning Guarantees for Convex but Inconsistent Surrogates—0
Efficient learning of neighbor representations for boundary trees and forests—0
Learning and Interpreting Multi-Multi-Instance Learning Networks—0
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features—0
A Preliminary Study on Hyperparameter Configuration for Human Activity Recognition—0
Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories—0
An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection—0
Investigating the Automatic Classification of Algae Using Fusion of Spectral and Morphological Characteristics of Algae via Deep Residual Learning—0
Teaching Syntax by Adversarial Distraction—0
Superensemble Classifier for Improving Predictions in Imbalanced Datasets—0
Supervised Classification Methods for Flash X-ray single particle diffraction Imaging—0
Perceptual Visual Interactive Learning—0
On the dissection of degenerate cosmologies with machine learning—0
Training neural audio classifiers with few dataCode0
Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-Septic Patients—0
Sleep-like slow oscillations improve visual classification through synaptic homeostasis and memory association in a thalamo-cortical model—0
The speaker-independent lipreading play-off; a survey of lipreading machines—0
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art EvaluationCode0
Automated Evaluation of Semantic Segmentation Robustness for Autonomous Driving—0
Continual Classification Learning Using Generative Models—0
Image-based Natural Language Understanding Using 2D Convolutional Neural Networks—0
A Text Classification Application: Poet Detection from Poetry—0
DCSVM: Fast Multi-class Classification using Support Vector Machines—0
Domain Adaptive Segmentation in Volume Electron Microscopy ImagingCode0
Classifying and Visualizing Emotions with Emotional DANCode0
End-to-End Diagnosis and Segmentation Learning from Cardiac Magnetic Resonance Imaging—0
OCAPIS: R package for Ordinal Classification And Preprocessing In Scala—0
Sparse DNNs with Improved Adversarial Robustness—0
Optimal arrangements of hyperplanes for multiclass classification—0
Node Representation Learning for Directed Graphs—0
A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification—0
Introducing Curvature to the Label Space—0
Brain Tumor Image Retrieval via Multitask Learning—0
Compositional Coding Capsule Network with K-Means Routing for Text ClassificationCode0
On The Stability of Interpretable Models—0
Adversarial Risk Bounds via Function Transformation—0
Dating Ancient Paintings of Mogao Grottoes Using Deeply Learnt Visual Codes—0
A Method for Robust Online Classification using Dictionary Learning: Development and Assessment for Monitoring Manual Material Handling Activities Using Wearable Sensors—0
A Simple Baseline Algorithm for Graph ClassificationCode0
Bioresorbable Scaffold Visualization in IVOCT Images Using CNNs and Weakly Supervised Localization—0
Cost-Sensitive Robustness against Adversarial ExamplesCode0
Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features—0
Deep multi-survey classification of variable stars—0
Label Noise Filtering Techniques to Improve Monotonic Classification—0
Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis—0
Automated identification of hookahs (waterpipes) on Instagram: an application in feature extraction using Convolutional Neural Network and Support Vector Machine classification—0
Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms—0
Hierarchical ResNeXt Models for Breast Cancer Histology Image Classification—0
Machine Learning Methods for Track Classification in the AT-TPCCode0
Attribute-aware Collaborative Filtering: Survey and Classification—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