SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 29012950 of 14581 papers

TitleStatusHype
Deep Learning for Video Classification and CaptioningCode0
An analytic theory of shallow networks dynamics for hinge loss classificationCode0
Average Individual Fairness: Algorithms, Generalization and ExperimentsCode0
Deep Learning for Cardiologist-level Myocardial Infarction Detection in ElectrocardiogramsCode0
Influence of Image Classification Accuracy on Saliency Map EstimationCode0
INFODENS: An Open-source Framework for Learning Text RepresentationsCode0
Deep Learning Based Vehicle Make-Model ClassificationCode0
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment ClassificationCode0
Deep Learning Based Large-Scale Automatic Satellite Crosswalk ClassificationCode0
Deep learning at the shallow end: Malware classification for non-domain expertsCode0
Deep Learning Autoencoder Approach for Handwritten Arabic Digits RecognitionCode0
Integrating Semantic Knowledge to Tackle Zero-shot Text ClassificationCode0
Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of ComponentsCode0
Classification by Re-generation: Towards Classification Based on Variational InferenceCode0
Deep Learning Based Multi-Label Text Classification of UNGA ResolutionsCode0
Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic StressCode0
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge TracingCode0
Interactive Attention Networks for Aspect-Level Sentiment ClassificationCode0
Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification AlgorithmsCode0
InterpNET: Neural Introspection for Interpretable Deep LearningCode0
Deep interpretable architecture for plant diseases classificationCode0
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)Code0
Deep Imbalanced Attribute Classification using Visual Attention AggregationCode0
DeepImageSpam: Deep Learning based Image Spam DetectionCode0
Interpretable Selection and Visualization of Features and Interactions Using Bayesian ForestsCode0
ProtoryNet - Interpretable Text Classification Via Prototype TrajectoriesCode0
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency MapsCode0
Auto-ReID: Searching for a Part-aware ConvNet for Person Re-IdentificationCode0
Classification from Pairwise Similarity and Unlabeled DataCode0
Classification from Positive, Unlabeled and Biased Negative DataCode0
Deep Learning applied to NLPCode0
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray ImagesCode0
Interpreting Neural Networks With Nearest NeighborsCode0
Classification Logit Two-sample Testing by Neural NetworksCode0
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series ClassificationCode0
Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline MethodologyCode0
Invariant backpropagation: how to train a transformation-invariant neural networkCode0
AutoMSC: Automatic Assignment of Mathematics Subject Classification LabelsCode0
Inverse Compositional Spatial Transformer NetworksCode0
Classification of ALS patients based on acoustic analysis of sustained vowel phonationsCode0
Deep Hashing with Category Mask for Fast Video RetrievalCode0
Investigating an Effective Character-level Embedding in Korean Sentence ClassificationCode0
DeepFool: a simple and accurate method to fool deep neural networksCode0
Multi-scale Processing of Noisy Images using Edge Preservation LossesCode0
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine LearningCode0
Automating Program Structure ClassificationCode0
Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification ModelsCode0
Deep Gamblers: Learning to Abstain with Portfolio TheoryCode0
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG DataCode0
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortexCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1Unverified
2RFAccuracy92.96Unverified
3CARTAccuracy92.82Unverified
4LDAAccuracy77.22Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified
2XBNETAccuracy100Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified