SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1351–1400 of 14581 papers

TitleStatusHype
Single channel voice separation for unknown number of speakers under reverberant and noisy settingsCode2
Handwriting Classification for the Analysis of Art-Historical DocumentsCode0
Mutual Modality Learning for Video Action ClassificationCode1
Re-Assessing the "Classify and Count" Quantification MethodCode0
Similarity-Based Clustering for Enhancing Image Classification ArchitecturesCode0
Minimax Pareto Fairness: A Multi Objective PerspectiveCode1
Image Classification via Quantum Machine Learning—0
MACE: Model Agnostic Concept Extractor for Explaining Image Classification NetworksCode0
Deep tree-ensembles for multi-output prediction—0
Experiencers, Stimuli, or Targets: Which Semantic Roles Enable Machine Learning to Infer the Emotions?—0
A Two-Stage Approach to Device-Robust Acoustic Scene ClassificationCode1
Domain-independent generation and classification of behavior traces—0
Towards Code-switched Classification Exploiting Constituent Language Resources—0
Recyclable Waste Identification Using CNN Image Recognition and Gaussian Clustering—0
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural NetworksCode1
c-lasso -- a Python package for constrained sparse and robust regression and classificationCode1
MARNet: Multi-Abstraction Refinement Network for 3D Point Cloud Analysis—0
Frequency-based Automated Modulation Classification in the Presence of Adversaries—0
A better method to enforce monotonic constraints in regression and classification trees—0
Event-Related Bias Removal for Real-time Disaster Events—0
Deep Feature Augmentation for Occluded Image Classification—0
RandomForestMLP: An Ensemble-Based Multi-Layer Perceptron Against Curse of Dimensionality—0
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification—0
Text Graph Transformer for Document Classification—0
Active Learning for BERT: An Empirical StudyCode1
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification—0
Affective Event Classification with Discourse-enhanced Self-trainingCode0
Inducing Target-Specific Latent Structures for Aspect Sentiment Classification—0
Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification—0
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes—0
Task-oriented Domain-specific Meta-Embedding for Text Classification—0
META: Metadata-Empowered Weak Supervision for Text ClassificationCode0
Less is More: Attention Supervision with Counterfactuals for Text Classification—0
Sentiment Analysis of Tweets using Heterogeneous Multi-layer Network Representation and Embedding—0
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification—0
Modularized Syntactic Neural Networks for Sentence Classification—0
Within-Between Lexical Relation Classification—0
Towards More Accurate Uncertainty Estimation In Text ClassificationCode0
Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification—0
Comparing Machine Learning Algorithms with or without Feature Extraction for DNA Classification—0
Be More with Less: Hypergraph Attention Networks for Inductive Text ClassificationCode1
Brain Tumor Classification Using Medial Residual Encoder Layers—0
A Study of Image Pre-processing for Faster Object Recognition—0
Fair Classification with Group-Dependent Label NoiseCode0
Linear Classifiers that Encourage Constructive Adaptation—0
Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation FeaturesCode1
Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification—0
Strongly universally consistent nonparametric regression and classification with privatised data—0
An Uncertainty Estimation Framework for Risk Assessment in Deep Learning-based Atrial Fibrillation Classification—0
Perception Improvement for Free: Exploring Imperceptible Black-box Adversarial Attacks on Image 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
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified