SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 3751–3775 of 14581 papers

TitleStatusHype
Features or Shape? Tackling the False Dichotomy of Time Series Classification—0
Random CapsNet Forest Model for Imbalanced Malware Type Classification Task—0
The State of Knowledge Distillation for ClassificationCode0
A Fair Comparison of Graph Neural Networks for Graph ClassificationCode1
Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data—0
Triple Generative Adversarial NetworksCode0
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout ClassificationCode0
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones ClassificationCode1
A Framework for Explainable Text Classification in Legal Document Review—0
Empirical Comparisons of CNN with Other Learning Algorithms for Text Classification in Legal Document Review—0
PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AICode0
FIBS: A Generic Framework for Classifying Interval-based Temporal Sequences—0
Causal statistical modeling and calculation of distribution functions of classification features—0
Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines—0
An End-to-End Dialogue State Tracking System with Machine Reading Comprehension and Wide & Deep Classification—0
n-ML: Mitigating Adversarial Examples via Ensembles of Topologically Manipulated Classifiers—0
Semi-Supervised Deep Learning Using Improved Unsupervised Discriminant Projection—0
A multi-label classification method using a hierarchical and transparent representation for paper-reviewer recommendation—0
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary TasksCode0
Expanding Label Sets for Graph Convolutional Networks—0
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification—0
Feature engineering workflow for activity recognition from synchronized inertial measurement unitsCode0
Comparison of Classification Methods for Very High-Dimensional Data in Sparse Random Projection Representation—0
Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline—0
Semantic Regularization: Improve Few-shot Image Classification by Reducing Meta Shift—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