SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 151200 of 14581 papers

TitleStatusHype
A Neural Few-Shot Text Classification Reality CheckCode1
An End-to-End Architecture for Keyword Spotting and Voice Activity DetectionCode1
An Evaluation Dataset for Intent Classification and Out-of-Scope PredictionCode1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG ClassificationCode1
An Empirical Analysis of Image-Based Learning Techniques for Malware ClassificationCode1
An Empirical Study of Example Forgetting during Deep Neural Network LearningCode1
An evidential classifier based on Dempster-Shafer theory and deep learningCode1
A new Backdoor Attack in CNNs by training set corruption without label poisoningCode1
An Adversarial Approach for the Robust Classification of Pneumonia from Chest RadiographsCode1
Achieving robustness in classification using optimal transport with hinge regularizationCode1
AP-Loss for Accurate One-Stage Object DetectionCode1
Dendrite Net: A White-Box Module for Classification, Regression, and System IdentificationCode1
An Amharic News Text classification DatasetCode1
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 Survey of Data Augmentation for Time Series Classification with Neural NetworksCode1
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
Anonymous Walk EmbeddingsCode1
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
ALL-IN-1: Short Text Classification with One Model for All LanguagesCode1
AutoMix: Unveiling the Power of Mixup for Stronger ClassifiersCode1
A Variational Algorithm for Quantum Neural NetworksCode1
A kernel-based quantum random forest for improved classificationCode1
AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene ClassificationCode1
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
AIDeveloper: deep learning image classification in life science and beyondCode1
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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