SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 7601–7650 of 14581 papers

TitleStatusHype
DeepProteomics: Protein family classification using Shallow and Deep Networks—0
Endowing Robots with Longer-term Autonomy by Recovering from External Disturbances in Manipulation through Grounded Anomaly Classification and Recovery Policies—0
Humans can decipher adversarial images—0
An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines—0
Discovering Low-Precision Networks Close to Full-Precision Networks for Efficient Embedded Inference—0
A Markov-Switching Model Approach to Heart Sound Segmentation and Classification—0
Classification by Re-generation: Towards Classification Based on Variational InferenceCode0
A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification—0
Learning to Zoom: a Saliency-Based Sampling Layer for Neural NetworksCode0
Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT—0
The AAU Multimodal Annotation Toolboxes: Annotating Objects in Images and Videos—0
Sample Complexity of Nonparametric Semi-Supervised Learning—0
Binary Classification of Alzheimer Disease using sMRI Imaging modality and Deep Learning—0
An iterative method for classification of binary data—0
Performance Metrics (Error Measures) in Machine Learning Regression, Forecasting and Prognostics: Properties and Typology—0
Visual Relationship Prediction via Label Clustering and Incorporation of Depth Information—0
On the Calibration of Nested Dichotomies for Large Multiclass Tasks—0
Multi-label Classification of User Reactions in Online News—0
Interpreting Neural Networks With Nearest NeighborsCode0
CNNs for Surveillance Footage Scene Classification—0
Convolutional Neural Network: Text Classification Model for Open Domain Question Answering System—0
Node Classification for Signed Social Networks Using Diffuse Interface MethodsCode0
Query Attack via Opposite-Direction Feature:Towards Robust Image RetrievalCode0
Selective Refinement Network for High Performance Face DetectionCode0
RetGK: Graph Kernels based on Return Probabilities of Random Walks—0
Are You Sure You Want To Do That? Classification with Verification—0
Exploiting Edge Features in Graph Neural Networks—0
Deep Feature Learning of Multi-Network Topology for Node Classification—0
BiasedWalk: Biased Sampling for Representation Learning on GraphsCode0
Fairness Through Causal Awareness: Learning Latent-Variable Models for Biased Data—0
Improving the accuracy of nearest-neighbor classification using principled construction and stochastic sampling of training-set centroids—0
Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning—0
VOS: a Method for Variational Oversampling of Imbalanced DataCode0
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency—0
Multiple Object Tracking in Urban Traffic Scenes with a Multiclass Object Detector—0
Multi-Expert Gender Classification on Age Group by Integrating Deep Neural Networks—0
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings—0
Content-based Propagation of User Markings for Interactive Segmentation of Patterned ImagesCode0
From FATS to feets: Further improvements to an astronomical feature extraction tool based on machine learning—0
An Analysis of Hierarchical Text Classification Using Word Embeddings—0
Adversarial Reprogramming of Text Classification Neural NetworksCode0
Discovering Influential Factors in Variational AutoencoderCode0
Breast Tumor Segmentation and Shape Classification in Mammograms using Generative Adversarial and Convolutional Neural NetworkCode0
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise ConvolutionsCode0
Knowledge Integrated Classifier Design Based on Utility Optimization—0
CNNs-based Acoustic Scene Classification using Multi-Spectrogram Fusion and Label Expansions—0
Efficient Egocentric Visual Perception Combining Eye-tracking, a Software Retina and Deep Learning—0
Conditional Transfer with Dense Residual Attention: Synthesizing traffic signs from street-view imagery—0
Data Augmentation for Skin Lesion AnalysisCode0
Online local pool generation for dynamic classifier selection: an extended version—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