SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 7451–7475 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
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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