SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7101–7125 of 14581 papers

TitleStatusHype
Skin Lesions Classification Using Convolutional Neural Networks in Clinical ImagesCode0
SqueezeFit: Label-aware dimensionality reduction by semidefinite programmingCode0
MLIC: A MaxSAT-Based framework for learning interpretable classification rulesCode0
Understanding Individual Decisions of CNNs via Contrastive BackpropagationCode0
Better Trees: An empirical study on hyperparameter tuning of classification decision tree induction algorithmsCode0
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMsCode0
Constructing Ontology-Based Cancer Treatment Decision Support System with Case-Based Reasoning—0
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding—0
Cross-Classification Clustering: An Efficient Multi-Object Tracking Technique for 3-D Instance Segmentation in Connectomics—0
Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation—0
Ladder Networks for Semi-Supervised Hyperspectral Image Classification—0
Compressive Classification (Machine Learning without learning)—0
Spatio-Temporal Action Graph NetworksCode0
A Stable Cardinality Distance for Topological Classification—0
A multi-class structured dictionary learning method using discriminant atom selection—0
Leveraging Multi-grained Sentiment Lexicon Information for Neural Sequence Models—0
Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks—0
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross EntropyCode0
Parameter Re-Initialization through Cyclical Batch Size Schedules—0
Utilizing Imbalanced Data and Classification Cost Matrix to Predict Movie Preferences—0
Prototype-based Neural Network Layers: Incorporating Vector Quantization—0
Practical Text Classification With Large Pre-Trained Language ModelsCode0
Using Multitask Learning to Improve 12-Lead Electrocardiogram Classification—0
ORACLE: Optimized Radio clAssification through Convolutional neuraL nEtworks—0
Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction—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