SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 251300 of 14581 papers

TitleStatusHype
Deep Triplet Hashing Network for Case-based Medical Image RetrievalCode1
DeepWeeds: A Multiclass Weed Species Image Dataset for Deep LearningCode1
Denoising Adversarial AutoencodersCode1
Denoising Multi-Source Weak Supervision for Neural Text ClassificationCode1
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency LossCode1
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image ClassificationCode1
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTMCode1
Attention Transfer Network for Aspect-level Sentiment ClassificationCode1
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian ProcessesCode1
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data SetCode1
Association Graph Learning for Multi-Task Classification with Category ShiftsCode1
A Survey of Deep Learning Techniques for Weed Detection from ImagesCode1
A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-ConsistencyCode1
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained ClassificationCode1
A Self-supervised Approach for Adversarial RobustnessCode1
Asymmetric Loss For Multi-Label ClassificationCode1
A Universal Representation Transformer Layer for Few-Shot Image ClassificationCode1
Bag of Tricks for Efficient Text ClassificationCode1
An Unsupervised Autoregressive Model for Speech Representation LearningCode1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG ClassificationCode1
A pipeline for fair comparison of graph neural networks in node classification tasksCode1
An Evaluation Dataset for Intent Classification and Out-of-Scope PredictionCode1
3D Deformable Convolutions for MRI classificationCode1
An Empirical Survey of Data Augmentation for Time Series Classification with Neural NetworksCode1
An evidential classifier based on Dempster-Shafer theory and deep learningCode1
AP-Loss for Accurate One-Stage Object DetectionCode1
An Adversarial Approach for the Robust Classification of Pneumonia from Chest RadiographsCode1
An Amharic News Text classification DatasetCode1
A Machine Learning Benchmark for Facies ClassificationCode1
A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG ClassificationCode1
An End-to-End Architecture for Keyword Spotting and Voice Activity DetectionCode1
A Neural Few-Shot Text Classification Reality CheckCode1
A new Backdoor Attack in CNNs by training set corruption without label poisoningCode1
Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot LearningCode1
Anonymous Walk EmbeddingsCode1
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced ScenariosCode1
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object DetectionCode1
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image ClassificationCode1
Are These Birds Similar: Learning Branched Networks for Fine-grained RepresentationsCode1
A Self-Attention Network based Node Embedding ModelCode1
An Empirical Analysis of Image-Based Learning Techniques for Malware ClassificationCode1
AIDeveloper: deep learning image classification in life science and beyondCode1
A Structured Self-attentive Sentence EmbeddingCode1
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series ClassificationCode1
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
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text ClassificationCode1
AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene ClassificationCode1
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Benchmark Results

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