SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 11401–11450 of 14581 papers

TitleStatusHype
Deep Learning with Sets and Point Clouds—0
Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion—0
Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence—0
Realistic risk-mitigating recommendations via inverse classificationCode0
Optimized clothes segmentation to boost gender classification in unconstrained scenarios—0
Linguistically Regularized LSTMs for Sentiment Classification—0
Learning Multi-Scale Deep Features for High-Resolution Satellite Image Classification—0
Adaptive Deep Pyramid Matching for Remote Sensing Scene Classification—0
Learning to Navigate in Complex EnvironmentsCode0
X-ray Scattering Image Classification Using Deep Learning—0
Mahalanobis Distance for Class Averaging of Cryo-EM Images—0
Predicting User Roles in Social Networks using Transfer Learning with Feature Transformation—0
Node-Adapt, Path-Adapt and Tree-Adapt:Model-Transfer Domain Adaptation for Random Forest—0
Computationally Efficient Target Classification in Multispectral Image Data with Deep Neural Networks—0
Incremental Sequence LearningCode0
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and DocumentsCode0
Discriminative Acoustic Word Embeddings: Recurrent Neural Network-Based Approaches—0
Decision Tree Classification with Differential Privacy: A Survey—0
One Class Splitting Criteria for Random ForestsCode0
Reinforcement-based Simultaneous Algorithm and its Hyperparameters Selection—0
Log-time and Log-space Extreme ClassificationCode0
Multi-view Generative Adversarial Networks—0
Designing Neural Network Architectures using Reinforcement LearningCode0
Low-effort place recognition with WiFi fingerprints using deep learningCode0
AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text ClassificationCode0
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data ProcessingCode1
Fixed-point Factorized Networks—0
Adversarial Ladder Networks—0
Does Distributionally Robust Supervised Learning Give Robust Classifiers?—0
Deep Label Distribution Learning with Label AmbiguityCode1
GPU-based Pedestrian Detection for Autonomous Driving—0
LipNet: End-to-End Sentence-level LipreadingCode1
Semi-supervised deep learning by metric embeddingCode0
Classification with Ultrahigh-Dimensional Features—0
Tying Word Vectors and Word Classifiers: A Loss Framework for Language ModelingCode1
Eve: A Gradient Based Optimization Method with Locally and Globally Adaptive Learning RatesCode0
Probabilistic Modeling of Progressive Filtering—0
Categorical Reparameterization with Gumbel-SoftmaxCode1
Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear—0
Wearable Vision Detection of Environmental Fall Risks using Convolutional Neural Networks—0
Human versus Machine Attention in Document Classification: A Dataset with Crowdsourced Annotations—0
Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data—0
Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation—0
Emotion Distribution Learning from Texts—0
A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification—0
Attention-based LSTM for Aspect-level Sentiment ClassificationCode0
A Stacking Gated Neural Architecture for Implicit Discourse Relation Classification—0
Convolutional Neural Network Language ModelsCode0
Attention-based LSTM Network for Cross-Lingual Sentiment Classification—0
Deep Multi-Task Learning with Shared Memory for 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