SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1751–1800 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
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT ClassificationCode1
Detección de comunidades en redes: Algoritmos y aplicaciones—0
An information theoretic view on selecting linguistic probes—0
Classifying the Equation of State from Rotating Core Collapse Gravitational Waves with Deep Learning—0
Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet—0
ResNet-like Architecture with Low Hardware RequirementsCode0
Ensemble learning of diffractive optical networks—0
The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis—0
Cascaded Semantic and Positional Self-Attention Network for Document Classification—0
Adaptive Label Smoothing—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
Methods of the Vehicle Re-identification—0
One-bit Supervision for Image ClassificationCode0
Principle Component Analysis for Classification of the Quality of Aromatic Rice—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
Transfer learning with class-weighted and focal loss function for automatic skin cancer classification—0
Semi-supervised dictionary learning with graph regularization and active pointsCode0
Contrastive Self-supervised Learning for Graph Classification—0
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field—0
Deep Detection for Face Manipulation—0
Certified Robustness of Graph Classification against Topology Attack with Randomized Smoothing—0
Improving Indonesian Text Classification Using Multilingual Language ModelCode1
Multiclass Model for Agriculture development using Multivariate Statistical method—0
RF-Based Low-SNR Classification of UAVs Using Convolutional Neural Networks—0
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition ExtractionCode1
Deep Hiearchical Multi-Label Classification Applied to Chest X-Ray Abnormality Taxonomies—0
Meta Learning for Few-Shot One-class ClassificationCode1
Disentangling Neural Architectures and Weights: A Case Study in Supervised Classification—0
Defending Against Multiple and Unforeseen Adversarial Videos—0
L2-Constrained RemNet for Camera Model Identification and Image Manipulation Detection—0
Semantic Segmentation of Histopathological Slides for the Classification of Cutaneous Lymphoma and Eczema—0
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series ClassificationCode1
Classification of descriptions and summary using multiple passes of statistical and natural language toolkits—0
Data-Driven Fault Diagnosis Analysis and Open-Set Classification of Time-Series Data—0
Improved Robustness to Open Set Inputs via Tempered Mixup—0
Rank over Class: The Untapped Potential of Ranking in Natural Language ProcessingCode1
Semi-Anchored Detector for One-Stage Object Detection—0
Applying a random projection algorithm to optimize machine learning model for breast lesion classification—0
Relative Attribute Classification with Deep Rank SVM—0
Semi-Supervised Active Learning for COVID-19 Lung Ultrasound Multi-symptom Classification—0
Regularised Text Logistic Regression: Key Word Detection and Sentiment Classification for Online Reviews—0
Aspect Classification for Legal Depositions—0
Improved Trainable Calibration Method for Neural Networks on Medical Imaging Classification—0
Real-time Plant Health Assessment Via Implementing Cloud-based Scalable Transfer Learning On AWS DeepLens—0
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm—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