SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1751–1775 of 14581 papers

TitleStatusHype
Boosting Generalization in Bio-Signal Classification by Learning the Phase-Amplitude CouplingCode1
m-arcsinh: An Efficient and Reliable Function for SVM and MLP in scikit-learnCode0
Grassmannian diffusion maps based dimension reduction and classification for high-dimensional data—0
Classifying the Equation of State from Rotating Core Collapse Gravitational Waves with Deep Learning—0
Detección de comunidades en redes: Algoritmos y aplicaciones—0
An information theoretic view on selecting linguistic probes—0
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT ClassificationCode1
ResNet-like Architecture with Low Hardware RequirementsCode0
Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet—0
Cascaded Semantic and Positional Self-Attention Network for Document Classification—0
Ensemble learning of diffractive optical networks—0
The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis—0
Adaptive Label Smoothing—0
Methods of the Vehicle Re-identification—0
New complex network building methodology for High Level Classification based on attribute-attribute interaction—0
Data Augmentation and Clustering for Vehicle Make/Model Classification—0
Principle Component Analysis for Classification of the Quality of Aromatic Rice—0
One-bit Supervision for Image ClassificationCode0
Deep Detection for Face Manipulation—0
Margin-Based Regularization and Selective Sampling in Deep Neural Networks—0
A Review of Visual Descriptors and Classification Techniques Used in Leaf Species Identification—0
Contrastive Self-supervised Learning for Graph Classification—0
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field—0
Semi-supervised dictionary learning with graph regularization and active pointsCode0
Transfer learning with class-weighted and focal loss function for automatic skin cancer 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