SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 13601–13650 of 14581 papers

TitleStatusHype
Notes on hierarchical ensemble methods for DAG-structured taxonomies—0
Towards a theory of granular sets—0
Learning An Invariant Speech Representation—0
Restricted Boltzmann Machine for Classification with Hierarchical Correlated Prior—0
Learning ELM network weights using linear discriminant analysis—0
Generalization and Robustness of Batched Weighted Average Algorithm with V-geometrically Ergodic Markov Data—0
Bird Species Categorization Using Pose Normalized Deep Convolutional Nets—0
POS Tagging and its Applications for Mathematics—0
Deep Epitomic Convolutional Neural Networks—0
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations—0
Training Convolutional Networks with Noisy Labels—0
Two-Stream Convolutional Networks for Action Recognition in VideosCode0
Unsupervised Deep Haar Scattering on Graphs—0
Structured Dictionary Learning for Classification—0
Application and Verification of Algorithm Learning Based Neural Network—0
Machine learning approach for text and document mining—0
Unsupervised Feature Learning through Divergent Discriminative Feature Accumulation—0
Supervised classification-based stock prediction and portfolio optimization—0
On Classification with Bags, Groups and Sets—0
Ambiguous Proximity Distribution—0
A Compact and Discriminative Face Track Descriptor—0
Anytime Recognition of Objects and Scenes—0
Efficient Structured Parsing of Facades Using Dynamic Programming—0
Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification—0
Improving Citation Polarity Classification with Product Reviews—0
Efficient Feature Extraction, Encoding and Classification for Action Recognition—0
Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationCode0
Improving Classification-Based Natural Language Understanding with Non-Expert Annotation—0
Learning Receptive Fields for Pooling from Tensors of Feature Response—0
Efficient Action Localization with Approximately Normalized Fisher Vectors—0
Additive Quantization for Extreme Vector Compression—0
Classification of Histology Sections via Multispectral Convolutional Sparse Coding—0
Learning Non-Linear Reconstruction Models for Image Set Classification—0
Active Learning with Efficient Feature Weighting Methods for Improving Data Quality and Classification Accuracy—0
Dual Linear Regression Based Classification for Face Cluster Recognition—0
Learning Important Spatial Pooling Regions for Scene Classification—0
Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification—0
An Impact Analysis of Features in a Classification Approach to Irony Detection in Product ReviewsCode0
Collective Stance Classification of Posts in Online Debate Forums—0
Discriminative Ferns Ensemble for Hand Pose Recognition—0
Combining Word Patterns and Discourse Markers for Paradigmatic Relation Classification—0
A New Perspective on Material Classification and Ink Identification—0
DISCOVER: Discovering Important Segments for Classification of Video Events and Recounting—0
Dirichlet-based Histogram Feature Transform for Image Classification—0
Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification—0
Bilingual Active Learning for Relation Classification via Pseudo Parallel Corpora—0
Compact Representation for Image Classification: To Choose or to Compress?—0
Lacunarity Analysis on Image Patterns for Texture Classification—0
Incremental Learning of NCM Forests for Large-Scale Image Classification—0
Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series 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
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified