SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7251–7300 of 14581 papers

TitleStatusHype
The Variational Deficiency Bottleneck—0
Self-Supervised GAN to Counter Forgetting—0
Quantifying Learning Guarantees for Convex but Inconsistent Surrogates—0
Whetstone: A Method for Training Deep Artificial Neural Networks for Binary Communication—0
Efficient learning of neighbor representations for boundary trees and forests—0
Learning and Interpreting Multi-Multi-Instance Learning Networks—0
Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories—0
Teaching Syntax by Adversarial Distraction—0
Superensemble Classifier for Improving Predictions in Imbalanced Datasets—0
On the dissection of degenerate cosmologies with machine learning—0
Supervised Classification Methods for Flash X-ray single particle diffraction Imaging—0
Perceptual Visual Interactive Learning—0
A Preliminary Study on Hyperparameter Configuration for Human Activity Recognition—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
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features—0
Machine Learning Algorithms for Classification of Microcirculation Images from Septic and Non-Septic Patients—0
Training neural audio classifiers with few dataCode0
The speaker-independent lipreading play-off; a survey of lipreading machines—0
Streaming Graph Neural NetworksCode1
A Text Classification Application: Poet Detection from Poetry—0
Continual Classification Learning Using Generative Models—0
CatBoost: gradient boosting with categorical features supportCode1
Automated Evaluation of Semantic Segmentation Robustness for Autonomous Driving—0
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art EvaluationCode0
Image-based Natural Language Understanding Using 2D Convolutional Neural Networks—0
Sleep-like slow oscillations improve visual classification through synaptic homeostasis and memory association in a thalamo-cortical model—0
Classifying and Visualizing Emotions with Emotional DANCode0
Domain Adaptive Segmentation in Volume Electron Microscopy ImagingCode0
DCSVM: Fast Multi-class Classification using Support Vector Machines—0
End-to-End Diagnosis and Segmentation Learning from Cardiac Magnetic Resonance Imaging—0
Sparse DNNs with Improved Adversarial Robustness—0
OCAPIS: R package for Ordinal Classification And Preprocessing In Scala—0
Optimal arrangements of hyperplanes for multiclass classification—0
Node Representation Learning for Directed Graphs—0
A Method for Robust Online Classification using Dictionary Learning: Development and Assessment for Monitoring Manual Material Handling Activities Using Wearable Sensors—0
Cost-Sensitive Robustness against Adversarial ExamplesCode0
Brain Tumor Image Retrieval via Multitask Learning—0
A Simple Baseline Algorithm for Graph ClassificationCode0
Adversarial Risk Bounds via Function Transformation—0
Dating Ancient Paintings of Mogao Grottoes Using Deeply Learnt Visual Codes—0
Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features—0
Bioresorbable Scaffold Visualization in IVOCT Images Using CNNs and Weakly Supervised Localization—0
On The Stability of Interpretable Models—0
A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification—0
Introducing Curvature to the Label Space—0
Compositional Coding Capsule Network with K-Means Routing for Text ClassificationCode0
Deep multi-survey classification of variable stars—0
Label Noise Filtering Techniques to Improve Monotonic Classification—0
Hierarchical ResNeXt Models for Breast Cancer Histology Image 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