SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 7951–8000 of 14581 papers

TitleStatusHype
Dermoscopic Image Analysis for ISIC Challenge 2018—0
Hyperspectral Images Classification Using Energy Profiles of Spatial and Spectral Features—0
Deep-CLASS at ISIC Machine Learning Challenge 2018—0
Hierarchical Classification using Binary Data—0
A Multi-Level Deep Ensemble Model for Skin Lesion Classification in Dermoscopy Images—0
Learning 3D Shapes as Multi-Layered Height-maps using 2D Convolutional NetworksCode0
Multimodal Social Media Analysis for Gang Violence Prevention—0
Text Classification based on Multiple Block Convolutional Highways—0
Wide Contextual Residual Network with Active Learning for Remote Sensing Image ClassificationCode0
Tree-structured multi-stage principal component analysis (TMPCA): theory and applications—0
Deep Discriminative Model for Video Classification—0
Deep learning at the shallow end: Malware classification for non-domain expertsCode0
Spatial Correlation and Value Prediction in Convolutional Neural Networks—0
Multiple Convolutional Neural Network for Skin Dermoscopic Image Classification—0
Predicting purchasing intent: Automatic Feature Learning using Recurrent Neural Networks—0
Conditional Infilling GANs for Data Augmentation in Mammogram ClassificationCode0
Ensemble of Deep Learned Features for Melanoma Classification—0
From Face Recognition to Models of Identity: A Bayesian Approach to Learning about Unknown Identities from Unsupervised Data—0
Model Agnostic Saliency for Weakly Supervised Lesion Detection from Breast DCE-MRI—0
Twitter Sentiment Analysis System—0
TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time—0
Isolation Kernel and Its Effect on SVM—0
Graph Classification using Structural AttentionCode0
Capsule Networks against Medical Imaging Data ChallengesCode0
Attention-Guided Curriculum Learning for Weakly Supervised Classification and Localization of Thoracic Diseases on Chest Radiographs—0
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem—0
A Projection Pursuit Forest Algorithm for Supervised ClassificationCode0
Attend and Rectify: a Gated Attention Mechanism for Fine-Grained RecoveryCode0
Selective Zero-Shot Classification with Augmented Attributes—0
Monocular Object Orientation Estimation using Riemannian Regression and Classification NetworksCode0
Lilikoi: an R package for personalized pathway-based classification modeling using metabolomics dataCode0
Comparative study of Discrete Wavelet Transforms and Wavelet Tensor Train decomposition to feature extraction of FTIR data of medicinal plants—0
Newton-ADMM: A Distributed GPU-Accelerated Optimizer for Multiclass Classification ProblemsCode0
3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation—0
Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network—0
Evaluating Word Embeddings in Multi-label Classification Using Fine-grained Name TypingCode0
Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac RemodelingCode0
Skin Lesion Segmentation and Classification for ISIC 2018 Using Traditional Classifiers with Hand-Crafted Features—0
Melanoma Recognition with an Ensemble of Techniques for Segmentation and a Structural Analysis for Classification—0
Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks—0
CBAM: Convolutional Block Attention ModuleCode0
Bridging the Accuracy Gap for 2-bit Quantized Neural Networks (QNN)—0
Contextual Memory Trees—0
Icing on the Cake: An Easy and Quick Post-Learnig Method You Can Try After Deep Learning—0
Explicating feature contribution using Random Forest proximity distances—0
Adaptive Neural TreesCode0
Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images—0
Invariant Information Clustering for Unsupervised Image Classification and SegmentationCode1
A Dense CNN approach for skin lesion classification—0
Low-Resource Contextual Topic Identification on Speech—0
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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