SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7251–7275 of 14581 papers

TitleStatusHype
Shape-only Features for Plant Leaf Identification—0
Joint association and classification analysis of multi-view data—0
A Baseline for Multi-Label Image Classification Using An Ensemble of Deep Convolutional Neural NetworksCode0
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate DetectionCode0
Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological SlidesCode0
Deep Convolutional Neural Network for Plant Seedlings Classification—0
A Semi-supervised Spatial Spectral Regularized Manifold Local Scaling Cut With HGF for Dimensionality Reduction of Hyperspectral Images—0
Transfer Learning Using Classification Layer Features of CNN—0
ATOM: Accurate Tracking by Overlap MaximizationCode0
Contextual Face Recognition with a Nested-Hierarchical Nonparametric Identity Model—0
Behavioral Malware Classification using Convolutional Recurrent Neural Networks—0
DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographsCode0
Fine-grained Classification using Heterogeneous Web Data and Auxiliary Categories—0
Higher-order Network for Action Recognition—0
Sharpen Focus: Learning with Attention Separability and ConsistencyCode0
Role action embeddings: scalable representation of network positionsCode0
Towards Global Explanations for Credit Risk Scoring—0
OrthoSeg: A Deep Multimodal Convolutional Neural Network for Semantic Segmentation of Orthoimagery—0
Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding—0
Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition—0
CIFAR10 to Compare Visual Recognition Performance between Deep Neural Networks and Humans—0
DeepConsensus: using the consensus of features from multiple layers to attain robust image classificationCode0
Deep Discriminative Learning for Unsupervised Domain Adaptation—0
Integrating domain knowledge: using hierarchies to improve deep classifiers—0
Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification—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