SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 351–400 of 14581 papers

TitleStatusHype
Abuse is Contextual, What about NLP? The Role of Context in Abusive Language Annotation and DetectionCode1
Deep Ensemble Collaborative Learning by using Knowledge-transfer Graph for Fine-grained Object Classification—0
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image ClassificationCode1
LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification—0
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification—0
MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement LearningCode1
Understanding Robustness of Transformers for Image Classification—0
Gated Transformer Networks for Multivariate Time Series ClassificationCode1
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans—0
Classification of Pneumonia and Tuberculosis from Chest X-rays—0
Deepfake Forensics via An Adversarial GameCode1
Explainability Guided Multi-Site COVID-19 CT ClassificationCode0
Spatial-spectral Hyperspectral Image Classification via Multiple Random Anchor Graphs Ensemble Learning—0
Multi-Target Domain Adaptation via Unsupervised Domain Classification for Weather Invariant Object Detection—0
An evidential classifier based on Dempster-Shafer theory and deep learningCode1
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain AdaptationCode1
Universal Representation Learning from Multiple Domains for Few-shot ClassificationCode1
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced ScenariosCode1
CNN vs ELM for Image-Based Malware Classification—0
Multi-Label Classification Neural Networks with Hard Logical ConstraintsCode1
Bag of Tricks for Node Classification with Graph Neural NetworksCode1
An Empirical Analysis of Image-Based Learning Techniques for Malware ClassificationCode1
AutoMix: Unveiling the Power of Mixup for Stronger ClassifiersCode1
W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality—0
Industrial Machine Tool Component Surface Defect DatasetCode1
Detecting cognitive decline using speech only: The ADReSSo Challenge—0
Binary disease prediction using tail quantiles of the distribution of continuous biomarkers—0
Replacing Rewards with Examples: Example-Based Policy Search via Recursive ClassificationCode0
Enhanced Gradient for Differentiable Architecture Search—0
Extracting Causal Visual Features for Limited label Classification—0
A New Approach To Text Rating Classification Using Sentiment Analysis—0
Volume-Centred Range Bars: Novel Interpretable Representation of Financial Markets Designed for Machine Learning Applications—0
Automatic Cough Classification for Tuberculosis Screening in a Real-World Environment—0
Region extraction based approach for cigarette usage classification using deep learning—0
Tiny Transformers for Environmental Sound Classification at the EdgeCode1
Adversarial Feature Augmentation and Normalization for Visual RecognitionCode1
Grey-box Adversarial Attack And Defence For Sentiment ClassificationCode0
Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph ClassificationCode1
Automatic Pulmonary Artery-Vein Separation in CT Images using Twin-Pipe Network and Topology Reconstruction—0
Self-paced ensemble learning for speech and audio classification—0
Adversarially Optimized Mixup for Robust Classification—0
PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERTCode1
Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification—0
Hierarchical Representation based Query-Specific Prototypical Network for Few-Shot Image Classification—0
Classifier Crafting: Turn Your ConvNet into a Zero-Shot Learner!—0
Classification of Motor Imagery EEG Signals by Using a Divergence Based Convolutional Neural NetworkCode0
Variational Knowledge Distillation for Disease Classification in Chest X-Rays—0
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and BenchmarkCode0
Self-Supervised Classification NetworkCode1
Deep Learning for Vision-Based Fall Detection System: Enhanced Optical Dynamic Flow—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