SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13801–13850 of 14581 papers

TitleStatusHype
Identifying and Harnessing the Building Blocks of Machine Learning Pipelines for Sensible Initialization of a Data Science Automation ToolCode0
Incremental Robot Learning of New Objects with Fixed Update TimeCode0
Factorized Graph Representations for Semi-Supervised Learning from Sparse DataCode0
Discriminative Residual Analysis for Image Set Classification with Posture and Age VariationsCode0
Incremental Sequence LearningCode0
Good Semi-supervised Learning that Requires a Bad GANCode0
An Efficient Convolutional Neural Network for Coronary Heart Disease PredictionCode0
Gotta Catch 'Em All: Using Honeypots to Catch Adversarial Attacks on Neural NetworksCode0
Fair Adversarial Gradient Tree BoostingCode0
An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental ResultsCode0
Anchor Loss: Modulating Loss Scale based on Prediction DifficultyCode0
Comparison of Classification Algorithms Towards Subject-Specific and Subject-Independent BCICode0
Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural NetworksCode0
Discriminative Unsupervised Feature Learning with Convolutional Neural NetworksCode0
GPSP: Graph Partition and Space Projection based Approach for Heterogeneous Network EmbeddingCode0
Argument Mining with Structured SVMs and RNNsCode0
Adversarial Metric Attack and Defense for Person Re-identificationCode0
Fair Classification with Group-Dependent Label NoiseCode0
Fair Classification with Noisy Protected Attributes: A Framework with Provable GuaranteesCode0
Is Attention Interpretable?Code0
Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's DiseaseCode0
Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text ClassificationCode0
An Automated Text Categorization Framework based on Hyperparameter OptimizationCode0
Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical DecisionsCode0
Fairness for Robust Log Loss ClassificationCode0
Adversarial Learning with Margin-based Triplet Embedding RegularizationCode0
In Defense of the Classification Loss for Person Re-IdentificationCode0
Comparison of non-linear activation functions for deep neural networks on MNIST classification taskCode0
Fairness and Robustness in Invariant Learning: A Case Study in Toxicity ClassificationCode0
Adversarial Learning for Personalized Tag RecommendationCode0
An Automated Ensemble Learning Framework Using Genetic Programming for Image ClassificationCode0
An Attention-Gated Convolutional Neural Network for Sentence ClassificationCode0
Gradient and Newton Boosting for Classification and RegressionCode0
Comparison of VCA and GAEE algorithms for Endmember ExtractionCode0
Disjunctive Normal NetworksCode0
DiSMEC - Distributed Sparse Machines for Extreme Multi-label ClassificationCode0
In Defense of the Triplet Loss for Person Re-IdentificationCode0
Are Powerful Graph Neural Nets Necessary? A Dissection on Graph ClassificationCode0
Competing Ratio Loss for Discriminative Multi-class Image ClassificationCode0
AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal TherapyCode0
Boosting Standard Classification Architectures Through a Ranking RegularizerCode0
Accurate Layerwise Interpretable Competence EstimationCode0
Bayesian Nonparametric Federated Learning of Neural NetworksCode0
Adversarial Framing for Image and Video ClassificationCode0
Complementing Representation Deficiency in Few-shot Image Classification: A Meta-Learning ApproachCode0
Distance Metric Learning for Graph Structured DataCode0
FairNN- Conjoint Learning of Fair Representations for Fair DecisionsCode0
Learning Sound Event Classifiers from Web Audio with Noisy LabelsCode0
Gradient Harmonized Single-stage DetectorCode0
Indic-Transformers: An Analysis of Transformer Language Models for Indian LanguagesCode0
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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