SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 5901–5950 of 14581 papers

TitleStatusHype
Enriching Pre-trained Language Model with Entity Information for Relation ClassificationCode0
Deep Transfer Learning Methods for Colon Cancer Classification in Confocal Laser Microscopy Images—0
A comprehensive, application-oriented study of catastrophic forgetting in DNNsCode0
Human Vocal Sentiment Analysis—0
An Online Stochastic Kernel Machine for Robust Signal Classification—0
A Novel Chaos Theory Inspired Neuronal ArchitectureCode0
Gradient tree boosting with random output projections for multi-label classification and multi-output regression—0
A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media StreamsCode0
RaFM: Rank-Aware Factorization MachinesCode0
MOBA: A multi-objective bounded-abstention model for two-class cost-sensitive problems—0
Transfer Learning based Detection of Diabetic Retinopathy from Small DatasetCode0
Reference-Based Sequence Classification—0
Spectral Metric for Dataset Complexity AssessmentCode0
Training Object Detectors With Noisy Data—0
Representation Learning on Visual-Symbolic Graphs for Video Understanding—0
Comparison of Machine Learning Models in Food Authentication Studies—0
Dynamic Vision Sensor integration on FPGA-based CNN accelerators for high-speed visual classification—0
AutoDispNet: Improving Disparity Estimation With AutoMLCode0
Dance Hit Song Prediction—0
Alpha MAML: Adaptive Model-Agnostic Meta-Learning—0
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode0
Deep Learning for Interference Identification: Band, Training SNR, and Sample SelectionCode0
Dealing with Label Scarcity in Computational Pathology: A Use Case in Prostate Cancer Classification—0
Fooling Computer Vision into Inferring the Wrong Body Mass Index—0
Fonts-2-Handwriting: A Seed-Augment-Train framework for universal digit classificationCode0
An Approach for Process Model Extraction By Multi-Grained Text ClassificationCode0
Fairness in Machine Learning with Tractable Models—0
Joint Learning of Neural Networks via Iterative Reweighted Least SquaresCode0
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes—0
Utilizing Deep Learning Towards Multi-modal Bio-sensing and Vision-based Affective Computing—0
Tracing cultural diachronic semantic shifts in Russian using word embeddings: test sets and baselinesCode0
ncRNA Classification with Graph Convolutional NetworksCode0
Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach—0
Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels—0
Online Normalization for Training Neural NetworksCode0
ROI Regularization for Semi-supervised and Supervised Learning—0
BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy GradingCode0
Function Space Pooling For Graph Convolutional Networks—0
An Efficient Pre-processing Method to Eliminate Adversarial Effects—0
Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment—0
GMNN: Graph Markov Neural NetworksCode0
A deep-learning-based approach for fast and robust steel surface defects classification—0
Environmental Sound Classification on Microcontrollers using Convolutional Neural NetworksCode0
Vehicle Shape and Color Classification Using Convolutional Neural Network—0
EasiCS: the objective and fine-grained classification method of cervical spondylosis dysfunction—0
Classification via an Embedded Approach—0
An Improved Self-supervised GAN via Adversarial Training—0
From Brain Imaging to Graph Analysis: a study on ADNI's patient cohort—0
PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT ModelCode0
Assessing the Difficulty of Classifying ConceptNet Relations in a Multi-Label Classification Setting—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