SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 8126–8150 of 14581 papers

TitleStatusHype
Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly ApplicableCode0
Pretraining Sentiment Classifiers with Unlabeled Dialog Data—0
Learning How to Actively Learn: A Deep Imitation Learning ApproachCode0
Are BLEU and Meaning Representation in Opposition?—0
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search—0
A Multi-task Approach to Learning Multilingual Representations—0
DeepPavlov: Open-Source Library for Dialogue Systems—0
Cross-Domain Sentiment Classification with Target Domain Specific Information—0
Bridging CNNs, RNNs, and Weighted Finite-State Machines—0
A Helping Hand: Transfer Learning for Deep Sentiment Analysis—0
Examining Temporality in Document ClassificationCode0
Efficient Large-Scale Neural Domain Classification with Personalized Attention—0
Incorporating Latent Meanings of Morphological Compositions to Enhance Word EmbeddingsCode0
Classification of Moral Foundations in Microblog Political Discourse—0
Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification—0
Autonomous Deep Learning: A Genetic DCNN Designer for Image Classification—0
Towards Adversarial Training with Moderate Performance Improvement for Neural Network Classification—0
G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification—0
Algorithms for solving optimization problems arising from deep neural net models: smooth problems—0
Algorithms for solving optimization problems arising from deep neural net models: nonsmooth problems—0
Classification of lung nodules in CT images based on Wasserstein distance in differential geometry—0
Fractional Wavelet Scattering Network and Applications—0
Advanced Methods for the Optical Quality Assurance of Silicon Sensors—0
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates—0
Topology classification with deep learning to improve real-time event selection at the LHCCode0
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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