SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6126–6150 of 14581 papers

TitleStatusHype
A Deep Dive into Understanding Tumor Foci Classification using Multiparametric MRI Based on Convolutional Neural Network—0
Atrial Fibrillation Detection Using Deep Features and Convolutional Networks—0
A Survey on Graph Kernels—0
Imbalanced Sentiment Classification Enhanced with Discourse Marker—0
Deep Convolutional Spiking Neural Networks for Image Classification—0
Medical Time Series Classification with Hierarchical Attention-based Temporal Convolutional Networks: A Case Study of Myotonic Dystrophy Diagnosis—0
Addressing Model Vulnerability to Distributional Shifts over Image Transformation SetsCode0
Learning to Weight for Text ClassificationCode0
Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling—0
Revisiting Local Descriptor based Image-to-Class Measure for Few-shot LearningCode0
Zero-shot Image Recognition Using Relational Matching, Adaptation and Calibration—0
Stable prediction with radiomics dataCode0
Hierarchical Attention Generative Adversarial Networks for Cross-domain Sentiment Classification—0
Diversity with Cooperation: Ensemble Methods for Few-Shot ClassificationCode0
A geometry-inspired decision-based attackCode0
Deep Learning and Word Embeddings for Tweet Classification for Crisis Response—0
DetNAS: Backbone Search for Object DetectionCode0
Generative Tensor Network Classification Model for Supervised Machine Learning—0
SciBERT: A Pretrained Language Model for Scientific TextCode1
Multiscale CNN based Deep Metric Learning for Bioacoustic Classification: Overcoming Training Data Scarcity Using Dynamic Triplet Loss—0
On evaluating CNN representations for low resource medical image classification—0
SuSi: Supervised Self-Organizing Maps for Regression and Classification in PythonCode0
Privacy-preserving Active Learning on Sensitive Data for User Intent Classification—0
Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue systemCode0
Defending against Whitebox Adversarial Attacks via Randomized DiscretizationCode0
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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