SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 676–700 of 14581 papers

TitleStatusHype
Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose—0
Improving state estimation through projection post-processing for activity recognition with application to footballCode0
Instance-based learning using the Half-Space Proximal Graph—0
Optimised one-class classification performance—0
Mask Guided Attention For Fine-Grained Patchy Image ClassificationCode1
Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images—0
Uncertain Time Series Classification With Shapelet TransformCode1
General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework—0
Nearest Neighbor-based Importance Weighting—0
Deep CNNs for large scale species classification—0
Learning Graph Representations—0
Detecting Bias in Transfer Learning Approaches for Text Classification—0
Noise-robust classification with hypergraph neural network—0
Trusted Multi-View ClassificationCode1
Unobserved classes and extra variables in high-dimensional discriminant analysis—0
Time Series Classification via Topological Data Analysis—0
Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint—0
Recurrent Neural Network for MoonBoard Climbing Route Classification and Generation—0
Graph Classification Based on Skeleton and Component Features—0
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and AggregationCode1
Super-klust: Another Way of Piecewise Linear ClassificationCode0
Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism—0
When Noise meets Chaos: Stochastic Resonance in Neurochaos LearningCode1
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion ClassificationCode1
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image ClassificationCode1
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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