SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6751–6775 of 14581 papers

TitleStatusHype
Towards a Characterization of Explainable Systems—0
Probabilistic Discriminative Learning with Layered Graphical ModelsCode0
Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networksCode0
Training Artificial Neural Networks by Generalized Likelihood Ratio Method: Exploring Brain-like Learning to Improve RobustnessCode0
Capturing Object Detection Uncertainty in Multi-Layer Grid Maps—0
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text ClassificationCode0
Gaussian Conditional Random Fields for Classification—0
Automated detection of celiac disease on duodenal biopsy slides: a deep learning approach—0
Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection ChallengeCode0
End-to-End Learned Early Classification of Time Series for In-Season Crop Type MappingCode0
Reliable Smart Road Signs—0
HyperGAN: A Generative Model for Diverse, Performant Neural NetworksCode0
A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular DystrophiesCode0
Adversarial Metric Attack and Defense for Person Re-identificationCode0
GeNet: Deep Representations for MetagenomicsCode0
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation—0
On the Consistency of Top-k Surrogate Losses—0
Noise-tolerant fair classificationCode0
The Wilderness Area Data Set: Adapting the Covertype data set for unsupervised learning—0
On the Calibration of Multiclass Classification with RejectionCode0
RED-Attack: Resource Efficient Decision based Attack for Machine LearningCode0
Limitations of Assessing Active Learning Performance at Runtime—0
Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need—0
Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series—0
No Training Required: Exploring Random Encoders for Sentence ClassificationCode0
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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