SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 11001–11050 of 14581 papers

TitleStatusHype
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured OutputsCode0
Evaluating Deep Convolutional Neural Networks for Material Classification—0
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation—0
Prostate Cancer Diagnosis using Deep Learning with 3D Multiparametric MRI—0
Segmentation of skin lesions based on fuzzy classification of pixels and histogram thresholding—0
Image Classification of Melanoma, Nevus and Seborrheic Keratosis by Deep Neural Network EnsembleCode0
Deep Learning applied to NLPCode0
Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification—0
A Pursuit of Temporal Accuracy in General Activity DetectionCode0
Fast Gesture Recognition with Multiple Stream Discrete HMMs on 3D Skeletons—0
Global Weisfeiler-Lehman Graph KernelsCode0
Large-scale image analysis using docker sandboxing—0
Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment ClassificationCode0
Texture Classification of MR Images of the Brain in ALS using CoHOG—0
Object classification in images of Neoclassical furniture using Deep Learning—0
Sharing Residual Units Through Collective Tensor Factorization in Deep Neural NetworksCode0
Model-Based Multiple Instance Learning—0
Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge—0
Performing Stance Detection on Twitter Data using Computational Linguistics Techniques—0
Multi-Level and Multi-Scale Feature Aggregation Using Pre-trained Convolutional Neural Networks for Music Auto-taggingCode0
Classification and clustering for observations of event time data using non-homogeneous Poisson process modelsCode0
Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction—0
Computational Eco-Systems for Handwritten Digits Recognition—0
High-Resolution Multispectral Dataset for Semantic Segmentation—0
Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin LesionsCode0
Deep-Learning for Classification of Colorectal Polyps on Whole-Slide Images—0
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning—0
Controlling for Unobserved Confounds in Classification Using Correlational Constraints—0
Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning—0
Machine Learning Based Source Code Classification Using Syntax Oriented Features—0
Skin Lesion Classification Using Deep Multi-scale Convolutional Neural Networks—0
Learning Deep Matrix Representations—0
An unsupervised bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images—0
High Accuracy Classification of Parkinson's Disease through Shape Analysis and Surface Fitting in ^123I-Ioflupane SPECT Imaging—0
Deep Collaborative Learning for Visual Recognition—0
A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification—0
Active Learning for Cost-Sensitive Classification—0
Adversarial Examples for Semantic Image Segmentation—0
Machine Learning on Sequential Data Using a Recurrent Weighted AverageCode0
Skin Lesion Classification using Class Activation Map—0
Unsupervised Steganalysis Based on Artificial Training Sets—0
Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network—0
Robust Spatial Filtering with Graph Convolutional Neural NetworksCode0
Optimization of distributions differences for classification—0
Araguaia Medical Vision Lab at ISIC 2017 Skin Lesion Classification Challenge—0
Attentive Recurrent ComparatorsCode0
ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection—0
Graph-based Isometry Invariant Representation Learning—0
Multi-stage Neural Networks with Single-sided Classifiers for False Positive Reduction and its Evaluation using Lung X-ray CT Images—0
Skin cancer reorganization and classification with deep neural network—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