SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5651–5675 of 14581 papers

TitleStatusHype
MOBA: A multi-objective bounded-abstention model for two-class cost-sensitive problems—0
Representation Learning on Visual-Symbolic Graphs for Video Understanding—0
Reference-Based Sequence Classification—0
Transfer Learning based Detection of Diabetic Retinopathy from Small DatasetCode0
Training Object Detectors With Noisy Data—0
Spectral Metric for Dataset Complexity AssessmentCode0
An Approach for Process Model Extraction By Multi-Grained Text ClassificationCode0
Fonts-2-Handwriting: A Seed-Augment-Train framework for universal digit classificationCode0
Deep Learning for Interference Identification: Band, Training SNR, and Sample SelectionCode0
Fooling Computer Vision into Inferring the Wrong Body Mass Index—0
Dealing with Label Scarcity in Computational Pathology: A Use Case in Prostate Cancer Classification—0
Joint Learning of Neural Networks via Iterative Reweighted Least SquaresCode0
Fairness in Machine Learning with Tractable Models—0
Tracing cultural diachronic semantic shifts in Russian using word embeddings: test sets and baselinesCode0
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes—0
ncRNA Classification with Graph Convolutional NetworksCode0
Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach—0
Utilizing Deep Learning Towards Multi-modal Bio-sensing and Vision-based Affective Computing—0
Environmental Sound Classification on Microcontrollers using Convolutional Neural NetworksCode0
A deep-learning-based approach for fast and robust steel surface defects classification—0
ROI Regularization for Semi-supervised and Supervised Learning—0
An Efficient Pre-processing Method to Eliminate Adversarial Effects—0
Vehicle Shape and Color Classification Using Convolutional Neural Network—0
EasiCS: the objective and fine-grained classification method of cervical spondylosis dysfunction—0
Function Space Pooling For Graph Convolutional Networks—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