SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2826–2850 of 14581 papers

TitleStatusHype
Transfer learning extensions for the probabilistic classification vector machine—0
M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification—0
TIMELY: Improving Labeling Consistency in Medical Imaging for Cell Type ClassificationCode0
Evaluation of Big Data based CNN Models in Classification of Skin Lesions with Melanoma—0
Affine Non-negative Collaborative Representation Based Pattern ClassificationCode0
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images—0
Robust Classification under Class-Dependent Domain Shift—0
To BAN or not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection—0
Predictive Value Generalization Bounds—0
Pollen13K: A Large Scale Microscope Pollen Grain Image Dataset—0
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation—0
StyPath: Style-Transfer Data Augmentation For Robust Histology Image ClassificationCode0
Information-Theoretic Approach to Navigation for Efficient Detection and Classification of Underwater Objects—0
Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification—0
Capturing scattered discriminative information using a deep architecture in acoustic scene classification—0
Meta-Learning for One-Class Classification with Few Examples using Order-Equivariant NetworkCode0
Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment—0
A Nearest Neighbor Characterization of Lebesgue Points in Metric Measure Spaces—0
Robust Bayesian Classification Using an Optimistic Score RatioCode0
Machine Learning Classification of Kuiper Belt PopulationsCode0
C2G-Net: Exploiting Morphological Properties for Image Classification—0
Multivariate Time Series Classification Using Spiking Neural Networks—0
Classification with 2-D Convolutional Neural Networks for breast cancer diagnosisCode0
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network—0
Deep Learning for Apple Diseases: Classification and Identification—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