SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 10601–10650 of 14581 papers

TitleStatusHype
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation—0
Patchnet: Interpretable Neural Networks for Image Classification—0
Semantic Softmax Loss for Zero-Shot Learning—0
View-Invariant Recognition of Action Style Self-Dissimilarity—0
An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges—0
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral FiltersCode0
An Out-of-the-box Full-network Embedding for Convolutional Neural Networks—0
Classification Using Proximity Catch Digraphs (Technical Report)—0
Classification and Retrieval of Digital Pathology Scans: A New Dataset—0
W2VLDA: Almost Unsupervised System for Aspect Based Sentiment AnalysisCode0
Use Privacy in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs—0
Multi-output Polynomial Networks and Factorization Machines—0
Learning from Complementary LabelsCode1
Quo Vadis, Action Recognition? A New Model and the Kinetics DatasetCode1
Pairwise Confusion for Fine-Grained Visual ClassificationCode0
Large-Scale Classification of Structured Objects using a CRF with Deep Class Embedding—0
Calibrating Black Box Classification Models through the Thresholding Method—0
Structural Compression of Convolutional Neural Networks—0
Classification revisited: a web of knowledge—0
Faceted classification: management and use—0
Improving classification accuracy of feedforward neural networks for spiking neuromorphic chips—0
Affine-Gradient Based Local Binary Pattern Descriptor for Texture Classiffication—0
The Kinetics Human Action Video DatasetCode1
Machine learning for classification and quantification of monoclonal antibody preparations for cancer therapy—0
Spectral-graph Based Classifications: Linear Regression for Classification and Normalized Radial Basis Function Network—0
MTDeep: Boosting the Security of Deep Neural Nets Against Adversarial Attacks with Moving Target DefenseCode0
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification—0
Machine learning modeling for time series problem: Predicting flight ticket pricesCode0
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and SemanticsCode1
Learning Convolutional Text Representations for Visual Question AnsweringCode0
Frame Stacking and Retaining for Recurrent Neural Network Acoustic Model—0
Supervised Machine Learning for Signals Having RRC Shaped Pulses—0
Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions—0
Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research—0
Maximum Margin Principal Components—0
Optimizing and Visualizing Deep Learning for Benign/Malignant Classification in Breast Tumors—0
To tune or not to tune the number of trees in random forest?Code0
Identifying hazardousness of sewer pipeline gas mixture using classification methods: a comparative study—0
Picasso: A Modular Framework for Visualizing the Learning Process of Neural Network Image ClassifiersCode0
Unimodal probability distributions for deep ordinal classification—0
Using Titles vs. Full-text as Source for Automated Semantic Document AnnotationCode0
Machine learning methods for multimedia information retrieval—0
Revisiting IM2GPS in the Deep Learning Era—0
Extracting urban impervious surface from GF-1 imagery using one-class classifiers—0
Comparison of Decision Tree Based Classification Strategies to Detect External Chemical Stimuli from Raw and Filtered Plant Electrical Response—0
Annotating and Modeling Empathy in Spoken Conversations—0
Detection of irregular QRS complexes using Hermite Transform and Support Vector Machine—0
Single Image Action Recognition by Predicting Space-Time Saliency—0
Person Re-Identification by Deep Joint Learning of Multi-Loss Classification—0
Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix—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