SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2851–2900 of 14581 papers

TitleStatusHype
Structure-Tags Improve Text Classification for Scholarly Document Quality Prediction—0
Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification—0
Addressing Catastrophic Forgetting in Few-Shot ProblemsCode0
User-Guided Aspect Classification for Domain-Specific TextsCode1
Unsupervised Domain Adaptation for Acoustic Scene Classification Using Band-Wise Statistics Matching—0
Extending machine learning classification capabilities with histogram reweighting—0
Stereotype-Free Classification of Fictitious Faces—0
Posterior Calibrated Training on Sentence Classification TasksCode0
Packet2Vec: Utilizing Word2Vec for Feature Extraction in Packet DataCode1
Classification of Equation of State in Relativistic Heavy-Ion Collisions Using Deep Learning—0
Evaluating Transformer-Based Multilingual Text Classification—0
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance WeightingCode0
A Fast 3D CNN for Hyperspectral Image ClassificationCode1
Fractional norms and quasinorms do not help to overcome the curse of dimensionality—0
Elastic weight consolidation for better bias inoculationCode0
Classifying Image Sequences of Astronomical Transients with Deep Neural Networks—0
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
Trainable Activation Function in Image Classification—0
Quantum-inspired Machine Learning on high-energy physics data—0
Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification—0
Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index—0
Do We Need Fully Connected Output Layers in Convolutional Networks?—0
Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological NetworksCode1
An ASP-Based Approach to Counterfactual Explanations for Classification—0
Meta-Learning for Few-Shot Land Cover Classification—0
Minority Reports Defense: Defending Against Adversarial Patches—0
Transfer Learning for sEMG-based Hand Gesture Classification using Deep Learning in a Master-Slave Architecture—0
Dual Stage Classification of Hand Gestures using Surface Electromyogram—0
Classification of Hand Gestures from Wearable IMUs using Deep Neural Network—0
Multi-Task Image-Based Dietary Assessment for Food Recognition and Portion Size Estimation—0
Compact retail shelf segmentation for mobile deployment—0
A Novel Attention-based Aggregation Function to Combine Vision and Language—0
Machine Learning Based Mobile Network Throughput Classification—0
Fully Embedding Fast Convolutional Networks on Pixel Processor Arrays—0
GraftNet: An Engineering Implementation of CNN for Fine-grained Multi-label Task—0
Natural language processing for achieving sustainable development: the case of neural labelling to enhance community profiling—0
On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation ClassificationCode1
An Epistemic Approach to the Formal Specification of Statistical Machine Learning—0
Interpretation of Deep Temporal Representations by Selective Visualization of Internally Activated Nodes—0
Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated LearningCode1
Classification of Cuisines from Sequentially Structured Recipes—0
MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data—0
CrowdTSC: Crowd-based Neural Networks for Text Sentiment Classification—0
Federated Transfer Learning for EEG Signal ClassificationCode1
Development of a High Fidelity Simulator for Generalised Photometric Based Space Object Classification using Machine Learning—0
Joint Liver Lesion Segmentation and Classification via Transfer Learning—0
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and SummarizationCode1
COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization—0
Classification Trees for Imbalanced and Sparse Data: Surface-to-Volume Regularization—0
Hyperspectral Images Classification Based on Multi-scale Residual Network—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