SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13301–13350 of 14581 papers

TitleStatusHype
Evaluating Word Embeddings in Multi-label Classification Using Fine-grained Name TypingCode0
Evaluation and Improvement of Chatbot Text Classification Data Quality Using Plausible Negative ExamplesCode0
Evaluation Measures for Hierarchical Classification: a unified view and novel approachesCode0
Deep Residual Learning for Weakly-Supervised Relation ExtractionCode0
Deep Residual Learning in the JPEG Transform DomainCode0
Gated Recurrent Convolution Neural Network for OCRCode0
Learning Lexical Subspaces in a Distributional Vector SpaceCode0
Deep Retinal Image UnderstandingCode0
Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network ClassifiersCode0
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional NetworksCode0
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural networkCode0
Classification of COVID-19 in CT Scans using Multi-Source Transfer LearningCode0
Improving Landmark Recognition using Saliency detection and Feature classificationCode0
Classification of crystallization outcomes using deep convolutional neural networksCode0
A Data Set of Internet Claims and Comparison of their Sentiments with CredibilityCode0
DeepSat - A Learning framework for Satellite ImageryCode0
DeepSat V2: Feature Augmented Convolutional Neural Nets for Satellite Image ClassificationCode0
Finding Black Cat in a Coal Cellar -- Keyphrase Extraction & Keyphrase-Rubric Relationship Classification from Complex AssignmentsCode0
Aspect-augmented Adversarial Networks for Domain AdaptationCode0
How Complex is your classification problem? A survey on measuring classification complexityCode0
Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression ProblemsCode0
DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographsCode0
Interpreting Tree Ensembles with inTreesCode0
Gaussian Process Classification for Variable Fidelity DataCode0
A sparsity augmented probabilistic collaborative representation based classification methodCode0
How far can we go without convolution: Improving fully-connected networksCode0
LaSO: Label-Set Operations networks for multi-label few-shot learningCode0
A smartphone application to detection and classification of coffee leaf miner and coffee leaf rustCode0
Bidirectional deep-readout echo state networksCode0
Evaluation of Neural Architectures Trained with Square Loss vs Cross-Entropy in Classification TasksCode0
Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingCode0
DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural NetworksCode0
A Clockwork RNNCode0
Evaluation of Output Embeddings for Fine-Grained Image ClassificationCode0
Deep Short Text Classification with Knowledge Powered AttentionCode0
DeepSign: Deep Learning for Automatic Malware Signature Generation and ClassificationCode0
A New Fuzzy Stacked Generalization Technique and Analysis of its PerformanceCode0
Evaluation of Performance Measures for Classifiers ComparisonCode0
A simple yet effective baseline for non-attributed graph classificationCode0
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary SelectionCode0
Classification of High-Dimensional Motor Imagery Tasks based on An End-to-end role assigned convolutional neural networkCode0
A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology ImagesCode0
Deep Sub-Ensembles for Fast Uncertainty Estimation in Image ClassificationCode0
Deep Super Learner: A Deep Ensemble for Classification ProblemsCode0
Classification of Household Materials via SpectroscopyCode0
Evaluation of Unsupervised Compositional RepresentationsCode0
Key Protected Classification for Collaborative LearningCode0
Eve: A Gradient Based Optimization Method with Locally and Globally Adaptive Learning RatesCode0
Gaussian Prototypical Networks for Few-Shot Learning on OmniglotCode0
A Geometry-Sensitive Approach for Photographic Style ClassificationCode0
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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