SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4126–4150 of 14581 papers

TitleStatusHype
A Scalable Multilabel Classification to Deploy Deep Learning Architectures For Edge Devices—0
DLA: Dense-Layer-Analysis for Adversarial Example Detection—0
Joint Ranking SVM and Binary Relevance with Robust Low-Rank Learning for Multi-Label ClassificationCode0
3D Deformable Convolutions for MRI classificationCode1
GraphAIR: Graph Representation Learning with Neighborhood Aggregation and InteractionCode0
Auditing and Achieving Intersectional Fairness in Classification Problems—0
A Study of Data Pre-processing Techniques for Imbalanced Biomedical Data Classification—0
A Spectral Nonlocal Block for Neural Networks—0
A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting SolutionCode0
Metric Learning for Dynamic Text ClassificationCode0
Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification—0
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model—0
Generalized Learning with Rejection for Classification and Regression Problems—0
DeepBlindness: Fast Blindness Map Estimation and Blindness Type Classification for Outdoor Scene from Single Color ImageCode0
Extreme Learning Machine-Based Heterogeneous Domain Adaptation for Classification of Hyperspectral Images—0
Decoding of visual-related information from the human EEG using an end-to-end deep learning approach—0
PRADO: Projection Attention Networks for Document Classification On-Device—0
Hierarchical Attention Prototypical Networks for Few-Shot Text Classification—0
Label-Specific Document Representation for Multi-Label Text ClassificationCode0
Cross-lingual intent classification in a low resource industrial setting—0
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification—0
Cross-Cultural Transfer Learning for Text Classification—0
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning—0
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence ClassificationCode0
Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification—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