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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 51–100 of 14581 papers

TitleStatusHype
Differentiable Top-k Classification LearningCode1
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning TasksCode1
Evaluating histopathology transfer learning with ChampKitCode1
Localizing Semantic Patches for Accelerating Image ClassificationCode1
Hopular: Modern Hopfield Networks for Tabular DataCode2
Exploring Techniques for the Analysis of Spontaneous Asynchronicity in MPI-Parallel Applications—0
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking TestbedCode1
Progressive Class Semantic Matching for Semi-supervised Text ClassificationCode0
EXACT: How to Train Your AccuracyCode1
A Classification of G-invariant Shallow Neural NetworksCode0
Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task SamplingCode1
Sibylvariant Transformations for Robust Text ClassificationCode0
Towards Feature Selection for Ranking and Classification Exploiting Quantum AnnealersCode0
Generating Representative Samples for Few-Shot ClassificationCode1
FastMapSVM: Classifying Complex Objects Using the FastMap Algorithm and Support-Vector MachinesCode1
Minimax risk classifiers with 0-1 loss—0
Feature Generation for Long-tail ClassificationCode1
Binary classification of proteins by a Machine Learning approach—0
Is Attention always needed? A Case Study on Language Identification from Speech—0
Clipped Hyperbolic Classifiers Are Super-Hyperbolic ClassifiersCode1
Rule-Based Classification of Hyperspectral Imaging Data—0
Video Swin TransformerCode2
Canonical-Correlation-Based Fast Feature Selection for Structural Health MonitoringCode0
XBNet : An Extremely Boosted Neural NetworkCode1
Tabular Data: Deep Learning is Not All You NeedCode0
SA2SL: From Aspect-Based Sentiment Analysis to Social Listening System for Business IntelligenceCode1
An Autonomous Drone for Search and Rescue in Forests using Airborne Optical Sectioning—0
Examining and Mitigating Kernel Saturation in Convolutional Neural Networks using Negative Images—0
AFINet: Attentive Feature Integration Networks for Image Classification—0
Loss-Aversively Fair ClassificationCode0
The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification—0
RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classificationCode0
Improving Patent Mining and Relevance Classification using Transformers—0
DocSCAN: Unsupervised Text Classification via Learning from NeighborsCode1
DiagSet: a dataset for prostate cancer histopathological image classificationCode1
GMOTE: Gaussian based minority oversampling technique for imbalanced classification adapting tail probability of outliers—0
ChainNet: Neural Network-Based Successive Spectral Analysis—0
Diffusion Mechanism in Residual Neural Network: Theory and ApplicationsCode1
Few-Shot Learning for Image Classification of Common FloraCode0
ResMLP: Feedforward networks for image classification with data-efficient trainingCode1
Autoencoder Based Inter-Vehicle Generalization for In-Cabin Occupant Classification—0
The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification—0
Soft-Attention Improves Skin Cancer Classification PerformanceCode1
AdaBoost and robust one-bit compressed sensingCode0
Ovarian Cancer Detection based on Dimensionality Reduction Techniques and Genetic Algorithm—0
Sentiment and Emotion Classification of Epidemic Related Bilingual data from Social Media—0
Remote Pathological Gait Classification System—0
Walk in the Cloud: Learning Curves for Point Clouds Shape AnalysisCode1
Deep Neural Network for Musical Instrument Recognition using MFCCs—0
Causality-based Counterfactual Explanation for Classification ModelsCode0
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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