SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1901–1925 of 14581 papers

TitleStatusHype
Perceptron Theory Can Predict the Accuracy of Neural Networks—0
Application of the Neural Network Dependability Kit in Real-World Environments—0
One-Shot Learning with Triplet Loss for Vegetation Classification Tasks—0
Classification of ALS patients based on acoustic analysis of sustained vowel phonationsCode0
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
Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers—0
Fine-grained Classification via Categorical Memory Networks—0
Learning Consistent Deep Generative Models from Sparse Data via Prediction Constraints—0
ALReLU: A different approach on Leaky ReLU activation function to improve Neural Networks PerformanceCode0
TF-CR: Weighting Embeddings for Text ClassificationCode0
GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification—0
Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network—0
Investigating Bias in Image Classification using Model Explanations—0
Distant Domain Transfer Learning for Medical Imaging—0
KNN Classification with One-step ComputationCode0
Cost-Based Budget Active Learning for Deep Learning—0
Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews—0
Convolutional Neural Networks for Multispectral Image Cloud Masking—0
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey—0
Reinforcement Based Learning on Classification Task Could Yield Better Generalization and Adversarial Accuracy—0
Privacy-Preserving Spam Filtering using Functional Encryption—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