SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 5801–5850 of 14581 papers

TitleStatusHype
Texture Selection for Automatic Music Genre ClassificationCode0
Texture CNN for Histopathological Image Classification—0
Adversarial Robustness Guarantees for Classification with Gaussian ProcessesCode0
Supervised Discriminative Sparse PCA for Com-Characteristic Gene Selection and Tumor Classification on Multiview Biological Data—0
Radar-based Road User Classification and Novelty Detection with Recurrent Neural Network Ensembles—0
RecNets: Channel-wise Recurrent Convolutional Neural Networks—0
Adaptive Region Embedding for Text Classification—0
Image classification using quantum inference on the D-Wave 2X—0
Efficient Wrapper Feature Selection using Autoencoder and Model Based EliminationCode0
Leap-LSTM: Enhancing Long Short-Term Memory for Text CategorizationCode0
Why gradient clipping accelerates training: A theoretical justification for adaptivityCode0
Differential Privacy Has Disparate Impact on Model AccuracyCode0
Combining Compositional Models and Deep Networks For Robust Object Classification under Occlusion—0
Accelerating Extreme Classification via Adaptive Feature AgglomerationCode0
A Compact Representation of Histopathology Images using Digital Stain Separation & Frequency-Based Encoded Local Projections—0
Integrated Neural Network and Machine Vision Approach For Leather Defect Classification—0
Bayesian Nonparametric Federated Learning of Neural NetworksCode0
Better Long-Range Dependency By Bootstrapping A Mutual Information RegularizerCode0
Generative Parameter Sampler For Scalable Uncertainty Quantification—0
Hallucinating Optical Flow Features for Video ClassificationCode0
Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss—0
Case-Based Histopathological Malignancy Diagnosis using Convolutional Neural Networks—0
Autonomous Human Activity Classification from Ego-vision Camera and Accelerometer Data—0
Efficient Object Embedding for Spliced Image Retrieval—0
An Investigation of Data Poisoning Defenses for Online Learning—0
Best-scored Random Forest Classification—0
Cumulative link models for deep ordinal classificationCode0
Breast mass classification in ultrasound based on Kendall's shape manifold—0
Dynamically Visual Disambiguation of Keyword-based Image Search—0
GAT: Generative Adversarial Training for Adversarial Example Detection and Robust ClassificationCode0
Graph Filtration LearningCode0
A Rate-Distortion Framework for Explaining Neural Network DecisionsCode0
Edge Contraction Pooling for Graph Neural Networks—0
Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier—0
Style transfer-based image synthesis as an efficient regularization technique in deep learning—0
Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes—0
On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural NetworksCode0
Graph Neural Networks Exponentially Lose Expressive Power for Node ClassificationCode0
Radar-based Feature Design and Multiclass Classification for Road User Recognition—0
On a scalable problem transformation method for multi-label learning—0
Radial Prediction LayerCode0
Underwater Fish Detection with Weak Multi-Domain Supervision—0
Usage of multiple RTL features for Earthquake prediction—0
Robust Classification using Robust Feature Augmentation—0
Why do These Match? Explaining the Behavior of Image Similarity ModelsCode0
A Hybrid Algorithm for Metaheuristic Optimization—0
Let's Agree to Agree: Neural Networks Share Classification Order on Real Datasets—0
Classification Accuracy Score for Conditional Generative Models—0
Rearchitecting Classification Frameworks For Increased Robustness—0
Extreme Multi-Label Legal Text Classification: A case study in EU Legislation—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