SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6526–6550 of 14581 papers

TitleStatusHype
Capturing Object Detection Uncertainty in Multi-Layer Grid Maps—0
Automated detection of celiac disease on duodenal biopsy slides: a deep learning approach—0
Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text ClassificationCode0
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification TasksCode2
Gaussian Conditional Random Fields for Classification—0
Adversarial Metric Attack and Defense for Person Re-identificationCode0
HyperGAN: A Generative Model for Diverse, Performant Neural NetworksCode0
Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection ChallengeCode0
GeNet: Deep Representations for MetagenomicsCode0
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation—0
Reliable Smart Road Signs—0
End-to-End Learned Early Classification of Time Series for In-Season Crop Type MappingCode0
A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular DystrophiesCode0
On the Calibration of Multiclass Classification with RejectionCode0
The Wilderness Area Data Set: Adapting the Covertype data set for unsupervised learning—0
On the Consistency of Top-k Surrogate Losses—0
Noise-tolerant fair classificationCode0
A semi-supervised approach to message stance classification—0
Hyperspherical Prototype NetworksCode0
Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series—0
Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need—0
RED-Attack: Resource Efficient Decision based Attack for Machine LearningCode0
Limitations of Assessing Active Learning Performance at Runtime—0
No Training Required: Exploring Random Encoders for Sentence ClassificationCode0
Real-time Hand Gesture Detection and Classification Using Convolutional Neural NetworksCode1
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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