SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 17011750 of 14581 papers

TitleStatusHype
A Scalable Deep Neural Network Architecture for Multi-Building and Multi-Floor Indoor Localization Based on Wi-Fi FingerprintingCode0
A scalable end-to-end Gaussian process adapter for irregularly sampled time series classificationCode0
Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution NetworkCode0
Every Document Owns Its Structure: Inductive Text Classification via Graph Neural NetworksCode0
Reinterpreting CTC training as iterative fittingCode0
Evolutionary Data Measures: Understanding the Difficulty of Text Classification TasksCode0
A Hierarchical Grocery Store Image Dataset with Visual and Semantic LabelsCode0
Deep Learning with Limited Numerical PrecisionCode0
Deep learning with differential Gaussian process flowsCode0
A Convolutional Transformation Network for Malware ClassificationCode0
LSCALE: Latent Space Clustering-Based Active Learning for Node ClassificationCode0
Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over SimplexCode0
Deep Learning with Eigenvalue Decay RegularizerCode0
A Hierarchical Neural Attention-based Text ClassifierCode0
Deep-Learnt Classification of Light CurvesCode0
Deep Learning the City : Quantifying Urban Perception At A Global ScaleCode0
Explainability Guided Multi-Site COVID-19 CT ClassificationCode0
A Semantic Loss Function for Deep Learning with Symbolic KnowledgeCode0
Deep Learning on Small Datasets without Pre-Training using Cosine LossCode0
Deep Learning using Linear Support Vector MachinesCode0
Explainable time series tweaking via irreversible and reversible temporal transformationsCode0
Explaining a Neural Attention Model for Aspect-Based Sentiment Classification Using Diagnostic ClassificationCode0
Explaining Deep Classification of Time-Series Data with Learned PrototypesCode0
A Semi-Supervised Self-Organizing Map for Clustering and ClassificationCode0
A Semi-Supervised Self-Organizing Map with Adaptive Local ThresholdsCode0
Explaining Deep Learning Models with Constrained Adversarial ExamplesCode0
A Novel Online Stacked Ensemble for Multi-Label Stream ClassificationCode0
Deep Learning Human Mind for Automated Visual ClassificationCode0
Deep Learning using Rectified Linear Units (ReLU)Code0
Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation InvarianceCode0
A Novel Multiple Classifier Generation and Combination Framework Based on Fuzzy Clustering and Individualized Ensemble ConstructionCode0
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene ClassificationCode0
A Fast and Robust TSVM for Pattern ClassificationCode0
Deep Learning for Interference Identification: Band, Training SNR, and Sample SelectionCode0
Deep Learning for Video Classification and CaptioningCode0
A Simple and Effective Approach for Fine Tuning Pre-trained Word Embeddings for Improved Text ClassificationCode0
Deep Learning with a Rethinking Structure for Multi-label ClassificationCode0
Exploring the Limits of Weakly Supervised PretrainingCode0
Exploring the similarity of medical imaging classification problemsCode0
A Simple Approach to Multilingual Polarity Classification in TwitterCode0
A Simple Baseline Algorithm for Graph ClassificationCode0
Extending Adversarial Attacks and Defenses to Deep 3D Point Cloud ClassifiersCode0
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and ExplanationCode0
Deep Learning for Classification Tasks on Geospatial Vector PolygonsCode0
A Simple Domain Shifting Networkfor Generating Low Quality ImagesCode0
A Simple Fusion of Deep and Shallow Learning for Acoustic Scene ClassificationCode0
Facial Beauty Analysis Using Distribution Prediction and CNN EnsemblesCode0
Deep Learning for Classification of Hyperspectral Data: A Comparative ReviewCode0
Deep Learning for ECG ClassificationCode0
Evolution of Novel Activation Functions in Neural Network Training with Applications to Classification of ExoplanetsCode0
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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