SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2876–2900 of 14581 papers

TitleStatusHype
Text Classification with Negative Supervision—0
Returning the N to NLP: Towards Contextually Personalized Classification Models—0
SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling—0
Aspect Sentiment Classification with Document-level Sentiment Preference Modeling—0
Transformers on Sarcasm Detection with Context—0
Unbiased Loss Functions for Extreme Classification With Missing Labels—0
Feature Projection for Improved Text Classification—0
Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers—0
Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction—0
Tchebycheff Procedure for Multi-task Text Classification—0
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification—0
Negation handling for Amharic sentiment classification—0
Classification and Analysis of Neologisms Produced by Learners of Spanish: Effects of Proficiency and Task—0
Understanding Attention for Text Classification—0
LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity—0
``None of the Above'': Measure Uncertainty in Dialog Response Retrieval—0
Unsupervised Paraphasia Classification in Aphasic Speech—0
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT—0
Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling—0
Private Speech Classification with Secure Multiparty Computation—0
Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words?—0
A Comparison of Identification Methods of Brazilian Music Styles by Lyrics—0
Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification—0
Non-Topical Coherence in Social Talk: A Call for Dialogue Model Enrichment—0
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection—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