SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 151200 of 14581 papers

TitleStatusHype
An End-to-End Architecture for Keyword Spotting and Voice Activity DetectionCode1
An Empirical Survey of Data Augmentation for Time Series Classification with Neural NetworksCode1
A Neural Few-Shot Text Classification Reality CheckCode1
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot LearningCode1
An Amharic News Text classification DatasetCode1
An Empirical Analysis of Image-Based Learning Techniques for Malware ClassificationCode1
An Evaluation Dataset for Intent Classification and Out-of-Scope PredictionCode1
An evidential classifier based on Dempster-Shafer theory and deep learningCode1
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image ClassificationCode1
An Unsupervised Autoregressive Model for Speech Representation LearningCode1
AP-Loss for Accurate One-Stage Object DetectionCode1
Dendrite Net: A White-Box Module for Classification, Regression, and System IdentificationCode1
An Adversarial Approach for the Robust Classification of Pneumonia from Chest RadiographsCode1
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained ClassificationCode1
Zero-Shot Semantic SegmentationCode1
A Self-Attention Network based Node Embedding ModelCode1
Association Graph Learning for Multi-Task Classification with Category ShiftsCode1
An Empirical Study of Example Forgetting during Deep Neural Network LearningCode1
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series ClassificationCode1
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data SetCode1
A Survey on Text Classification: From Shallow to Deep LearningCode1
A Transformer-based Framework for Multivariate Time Series Representation LearningCode1
R&R: Metric-guided Adversarial Sentence GenerationCode1
Attentional-Biased Stochastic Gradient DescentCode1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG ClassificationCode1
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency LossCode1
A Universal Representation Transformer Layer for Few-Shot Image ClassificationCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
Automatically Discovering and Learning New Visual Categories with Ranking StatisticsCode1
A kernel-based quantum random forest for improved classificationCode1
AutoMix: Unveiling the Power of Mixup for Stronger ClassifiersCode1
A Variational Algorithm for Quantum Neural NetworksCode1
AIDeveloper: deep learning image classification in life science and beyondCode1
ALL-IN-1: Short Text Classification with One Model for All LanguagesCode1
Bag of Tricks for Efficient Text ClassificationCode1
Bag of Tricks for Image Classification with Convolutional Neural NetworksCode1
A Hybrid Classification Approach using Topic Modeling and Graph Convolution NetworksCode1
Barlow Twins: Self-Supervised Learning via Redundancy ReductionCode1
Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian ProcessesCode1
Be More with Less: Hypergraph Attention Networks for Inductive Text ClassificationCode1
Beyond Categorical Label Representations for Image ClassificationCode1
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes SettingCode1
Big Self-Supervised Models Advance Medical Image ClassificationCode1
BIKED: A Dataset for Computational Bicycle Design with Machine Learning BenchmarksCode1
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge DevicesCode1
High-parallelism Inception-like Spiking Neural Networks for Unsupervised Feature LearningCode1
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning ClassifiersCode1
Denoised Smoothing: A Provable Defense for Pretrained ClassifiersCode1
Abuse is Contextual, What about NLP? The Role of Context in Abusive Language Annotation and DetectionCode1
A ground-truth dataset and classification model for detecting bots in GitHub issue and PR commentsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1Unverified
2RFAccuracy92.96Unverified
3CARTAccuracy92.82Unverified
4LDAAccuracy77.22Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified
2XBNETAccuracy100Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified