SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 3901–3950 of 14581 papers

TitleStatusHype
MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification—0
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration—0
Graph-Based Semi-Supervised Learning with Non-ignorable Non-responseCode0
Efficient Deep Approximation of GMMs—0
Implicit Generation and Modeling with Energy Based ModelsCode0
Data Parameters: A New Family of Parameters for Learning a Differentiable CurriculumCode0
STAR-Caps: Capsule Networks with Straight-Through Attentive Routing—0
Multiclass Performance Metric Elicitation—0
Shallow RNN: Accurate Time-series Classification on Resource Constrained DevicesCode0
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation—0
Breaking the Glass Ceiling for Embedding-Based Classifiers for Large Output Spaces—0
Graph Agreement Models for Semi-Supervised Learning—0
Paradoxes in Fair Machine LearningCode0
Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of ComponentsCode0
Predominant Musical Instrument Classification based on Spectral FeaturesCode0
SGAS: Sequential Greedy Architecture SearchCode0
A Hybrid Approach Towards Two Stage Bengali Question Classification Utilizing Smart Data Balancing Technique—0
Supervised and Unsupervised End-to-End Deep Learning for Gene Ontology Classification of Neural In Situ Hybridization Images—0
Tag Recommendation by Word-Level Tag Sequence Modeling—0
A Multi-cascaded Deep Model for Bilingual SMS ClassificationCode0
Deep Object Co-segmentation via Spatial-Semantic Network ModulationCode0
Transform-Invariant Convolutional Neural Networks for Image Classification and SearchCode1
E-Stitchup: Data Augmentation for Pre-Trained Embeddings—0
Metre as a stylometric feature in Latin hexameter poetryCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
Geometric Back-projection Network for Point Cloud ClassificationCode0
A novel classification-selection approach for the self updating of template-based face recognition systems—0
Land Cover Change Detection via Semantic Segmentation—0
Language-Independent Sentiment Analysis Using Subjectivity and Positional Information—0
A Discriminative Learned CNN Embedding for Remote Sensing Image Scene Classification—0
Machine learning for music genre: multifaceted review and experimentation with audiosetCode0
QubitHD: A Stochastic Acceleration Method for HD Computing-Based Machine Learning—0
Learning with less data via Weakly Labeled Patch Classification in Digital PathologyCode0
A tale of two toolkits, report the second: bake off redux. Chapter 1. dictionary based classifiers—0
Simultaneous Neural Machine Translation using Connectionist Temporal Classification—0
Multi-label Classification for Automatic Tag Prediction in the Context of Programming Challenges—0
Data Augmentation Using Adversarial Training for Construction-Equipment Classification—0
Decision Propagation Networks for Image Classification—0
Low Rank Factorization for Compact Multi-Head Self-AttentionCode0
A Two-stream End-to-End Deep Learning Network for Recognizing Atypical Visual Attention in Autism Spectrum Disorder—0
Universal EEG Encoder for Learning Diverse Intelligent Tasks—0
Artificial Intelligence-Based Image Classification for Diagnosis of Skin Cancer: Challenges and Opportunities—0
Cryptocurrency Price Prediction and Trading Strategies Using Support Vector Machines—0
Word-Class Embeddings for Multiclass Text ClassificationCode0
Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching—0
Deep Learning with Gaussian Differential PrivacyCode0
Convolutional Composer Classification—0
Device-Free User Authentication, Activity Classification and Tracking using Passive Wi-Fi Sensing: A Deep Learning Based Approach—0
Semi-Supervised Learning for Text Classification by Layer Partitioning—0
Rumor Detection and Classification for Twitter Data—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