SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5601–5625 of 14581 papers

TitleStatusHype
Robust Mahalanobis Metric Learning via Geometric Approximation Algorithms—0
Semi-supervised GAN for Classification of Multispectral Imagery Acquired by UAVs—0
Model Validation Using Mutated Training Labels: An Exploratory Study—0
Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional NetworksCode0
Learning Surrogate Losses—0
Optimizing Shallow Networks for Binary Classification—0
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar—0
forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction—0
Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification Problems—0
Revisiting Graph Neural Networks: All We Have is Low-Pass FiltersCode0
Meta-GNN: On Few-shot Node Classification in Graph Meta-learningCode0
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data AugmentationCode0
Variational Prototype Replays for Continual LearningCode0
Tucker Decomposition Network: Expressive Power and Comparison—0
Leveraging Uncertainty in Deep Learning for Selective Classification—0
Binary Classification with Bounded Abstention Rate—0
An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese—0
GWU NLP Lab at SemEval-2019 Task 3: EmoContext: Effective Contextual Information in Models for Emotion Detection in Sentence-level in a Multigenre Corpus—0
A Direct Approach to Robust Deep Learning Using Adversarial NetworksCode0
Augmenting Data with Mixup for Sentence Classification: An Empirical StudyCode0
Data-Efficient Image Recognition with Contrastive Predictive CodingCode0
A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis—0
EEG Classification by factoring in Sensor Configuration—0
Generative Imputation and Stochastic PredictionCode1
Multi-Task Kernel Null-Space for One-Class Classification—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