SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13051–13100 of 14581 papers

TitleStatusHype
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classificationCode0
Can WiFi Estimate Person Pose?Code0
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health ClassificationCode0
3D Object Recognition with Ensemble Learning --- A Study of Point Cloud-Based Deep Learning ModelsCode0
Deeply-supervised Knowledge SynergyCode0
CapsDeMM: Capsule network for Detection of Munro's Microabscess in skin biopsy imagesCode0
High Definition image classification in Geoscience using Machine LearningCode0
High-Dimensional Asymptotics of Prediction: Ridge Regression and ClassificationCode0
CapsuleGAN: Generative Adversarial Capsule NetworkCode0
Capsule Networks against Medical Imaging Data ChallengesCode0
Deep Learning for Cardiologist-level Myocardial Infarction Detection in ElectrocardiogramsCode0
A systematic study of the class imbalance problem in convolutional neural networksCode0
Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic StressCode0
A Hierarchical Neural Attention-based Text ClassifierCode0
Deep Learning for Classification of Hyperspectral Data: A Comparative ReviewCode0
Deep Learning for Classification Tasks on Geospatial Vector PolygonsCode0
High-dimensional classification by sparse logistic regressionCode0
Abstractive Text Classification Using Sequence-to-convolution Neural NetworksCode0
Deep Learning for ECG ClassificationCode0
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer LearningCode0
FSPool: Learning Set Representations with Featurewise Sort PoolingCode0
FT-ClipAct: Resilience Analysis of Deep Neural Networks and Improving their Fault Tolerance using Clipped ActivationCode0
FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformationsCode0
Deep Learning for Hand Gesture Recognition on Skeletal DataCode0
Ensemble Knowledge Distillation for Learning Improved and Efficient NetworksCode0
CASCADE: Contextual Sarcasm Detection in Online Discussion ForumsCode0
Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute ClassificationCode0
Deep Learning for Identifying Metastatic Breast CancerCode0
High Dimensional Classification through _0-Penalized Empirical Risk MinimizationCode0
Deep Learning for Interference Identification: Band, Training SNR, and Sample SelectionCode0
A Compact Convolutional Neural Network for Textured Surface Anomaly DetectionCode0
Automated Segmentation of CT Scans for Normal Pressure HydrocephalusCode0
Bayesian Active Learning for Classification and Preference LearningCode0
Learning RoI Transformer for Detecting Oriented Objects in Aerial ImagesCode0
Learning Deep Features for One-Class ClassificationCode0
3D CNN with Localized Residual Connections for Hyperspectral Image ClassificationCode0
High-Dimensional Regularized Discriminant AnalysisCode0
Boosted Generative ModelsCode0
Bonsai -- Diverse and Shallow Trees for Extreme Multi-label ClassificationCode0
CatBoost: unbiased boosting with categorical featuresCode0
Black-box α-divergence MinimizationCode0
A Hierarchical Grocery Store Image Dataset with Visual and Semantic LabelsCode0
Discriminative Topic Mining via Category-Name Guided Text EmbeddingCode0
Categorical Metadata Representation for Customized Text ClassificationCode0
Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart HomesCode0
Bivariate Beta-LSTMCode0
Interpretable Image Recognition with Hierarchical PrototypesCode0
3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image ClassificationCode0
CATENA: CAusal and TEmporal relation extraction from NAtural language textsCode0
Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie ReviewsCode0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified