SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1026–1050 of 14581 papers

TitleStatusHype
Cross-Cohort Generalizability of Deep and Conventional Machine Learning for MRI-based Diagnosis and Prediction of Alzheimer's Disease—0
Point TransformerCode1
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series ClassificationCode1
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning—0
Convolutional Neural Networks from Image Markers—0
Frozen-to-Paraffin: Categorization of Histological Frozen Sections by the Aid of Paraffin Sections and Generative Adversarial Networks—0
Deep Learning Based Classification of Unsegmented Phonocardiogram Spectrograms Leveraging Transfer Learning—0
QUARC: Quaternion Multi-Modal Fusion Architecture For Hate Speech ClassificationCode0
Robust Optimal Classification Trees under Noisy Labels—0
Enriched Annotations for Tumor Attribute Classification from Pathology Reports with Limited Labeled Data—0
VSQL: Variational Shadow Quantum Learning for ClassificationCode1
Artificial Neural Networks for Sensor Data Classification on Small Embedded Systems—0
Classification of Smoking and Calling using Deep LearningCode0
Perceptron Theory Can Predict the Accuracy of Neural Networks—0
Application of the Neural Network Dependability Kit in Real-World Environments—0
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling TransferCode1
Classification of ALS patients based on acoustic analysis of sustained vowel phonationsCode0
One-Shot Learning with Triplet Loss for Vegetation Classification Tasks—0
Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification—0
Attentional-Biased Stochastic Gradient DescentCode1
LSCALE: Latent Space Clustering-Based Active Learning for Node ClassificationCode0
Improving the Classification of Rare Chords with Unlabeled Data—0
Light-Weight 1-D Convolutional Neural Network Architecture for Mental Task Identification and Classification Based on Single-Channel EEG—0
Assessing The Importance Of Colours For CNNs In Object Recognition—0
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data—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