SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 6051–6075 of 14581 papers

TitleStatusHype
MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA—0
Probabilistic Federated Neural Matching—0
Unsupervised classification into unknown number of classes—0
The Expressive Power of Deep Neural Networks with Circulant Matrices—0
Unseen Action Recognition with Unpaired Adversarial Multimodal Learning—0
Wasserstein Barycenter Model Ensembling—0
Using Ontologies To Improve Performance In Massively Multi-label Prediction—0
Outlier Detection from Image Data—0
Surface Type Classification for Autonomous Robot Indoor Navigation—0
Localized random projections challenge benchmarks for bio-plausible deep learning—0
Polar Prototype Networks—0
Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer—0
Semi-Conditional Normalizing Flows for Semi-Supervised LearningCode0
Object detection deep learning networks for Optical Character RecognitionCode0
Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification—0
Information Regularized Neural Networks—0
Disease Identification From Unstructured User Input—0
Introducing Graph Smoothness Loss for Training Deep Learning Architectures—0
An Information-Theoretic Metric of Transferability for Task Transfer LearningCode0
Deep Ensemble Bayesian Active Learning : Adressing the Mode Collapse issue in Monte Carlo dropout via Ensembles—0
Few-shot Classification on Graphs with Structural Regularized GCNs—0
DEEP GEOMETRICAL GRAPH CLASSIFICATION—0
Dimensionality Reduction for Representing the Knowledge of Probabilistic Models—0
Classification in the dark using tactile exploration—0
GEOMETRIC AUGMENTATION FOR ROBUST NEURAL NETWORK CLASSIFIERS—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
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