SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 6601–6650 of 14581 papers

TitleStatusHype
Extracting PICO elements from RCT abstracts using 1-2gram analysis and multitask classification—0
Emotion Detection and Analysis on Social Media—0
A XGBoost risk model via feature selection and Bayesian hyper-parameter optimization—0
Semantic Classification of Tabular Datasets via Character-Level Convolutional Neural NetworksCode0
Theoretically Principled Trade-off between Robustness and AccuracyCode1
Learning Space Partitions for Nearest Neighbor SearchCode0
Fine-Grained Vehicle Classification with Unsupervised Parts Co-occurrence Learning—0
CTCModel: a Keras Model for Connectionist Temporal ClassificationCode1
Large dimensional analysis of general margin based classification methods—0
Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion—0
Max-margin Class Imbalanced Learning with Gaussian AffinityCode0
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification—0
Sentiment and Sarcasm Classification with Multitask Learning—0
Predicting Parkinson's Disease using Latent Information extracted from Deep Neural Networks—0
Stochastic Gradient TreesCode0
Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity TypingCode0
Sitatapatra: Blocking the Transfer of Adversarial Samples—0
Self-Attention Networks for Connectionist Temporal Classification in Speech RecognitionCode0
Driver Distraction Identification with an Ensemble of Convolutional Neural Networks—0
Aggregated Pairwise Classification of Statistical Shapes—0
Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word EmbeddingsCode0
Striking the Right Balance with Uncertainty—0
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problemsCode0
Universal Rules for Fooling Deep Neural Networks based Text Classification—0
Use of First and Third Person Views for Deep Intersection Classification—0
A Comparative Analysis of Android Malware—0
Transfer Learning for Image-Based Malware ClassificationCode0
Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image ClassificationCode0
Dynamic Curriculum Learning for Imbalanced Data Classification—0
Hybrid coarse-fine classification for head pose estimationCode0
Understanding the Impact of Label Granularity on CNN-based Image ClassificationCode0
Deep Features Analysis with Attention Networks—0
Improved Selective Refinement Network for Face Detection—0
Hierarchical Attentional Hybrid Neural Networks for Document ClassificationCode0
Rank consistent ordinal regression for neural networks with application to age estimationCode1
Mixed Formal Learning: A Path to Transparent Machine Learning—0
Overfitting Mechanism and Avoidance in Deep Neural Networks—0
Deep Time-Frequency Representation and Progressive Decision Fusion for ECG Classification—0
Multi-branch fusion network for hyperspectral image classification—0
Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery—0
Foothill: A Quasiconvex Regularization for Edge Computing of Deep Neural Networks—0
Identifying Unclear Questions in Community Question Answering WebsitesCode0
Generative Adversarial Classifier for Handwriting Characters Super-Resolution—0
Embedded CNN based vehicle classification and counting in non-laned road traffic—0
Cold-start Playlist Recommendation with Multitask Learning—0
Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification—0
Transfer Learning and Meta Classification Based Deep Churn Prediction System for Telecom Industry—0
Protein Classification using Machine Learning and Statistical Techniques: A Comparative Analysis—0
Virtual-to-Real-World Transfer Learning for Robots on Wilderness Trails—0
No reference image quality assessment metric based on regional mutual information among images—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