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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 326–350 of 14581 papers

TitleStatusHype
Adversarial Training Methods for Semi-Supervised Text ClassificationCode1
A Fair Comparison of Graph Neural Networks for Graph ClassificationCode1
A Fast 3D CNN for Hyperspectral Image ClassificationCode1
Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method?Code1
A few filters are enough: Convolutional Neural Network for P300 DetectionCode1
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency LossCode1
CleanNet: Transfer Learning for Scalable Image Classifier Training with Label NoiseCode1
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class ClassificationCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
Cold-start Active Learning through Self-supervised Language ModelingCode1
Cold-Start Aware User and Product Attention for Sentiment ClassificationCode1
Combating Label Noise in Deep Learning Using AbstentionCode1
A Generic Visualization Approach for Convolutional Neural NetworksCode1
Aggregated Residual Transformations for Deep Neural NetworksCode1
Compositional Convolutional Neural Networks: A Deep Architecture with Innate Robustness to Partial OcclusionCode1
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural NetworkCode1
A Computational Approach to Packet ClassificationCode1
Conditional Wasserstein GAN-based Oversampling of Tabular Data for Imbalanced LearningCode1
Consistency-based Active Learning for Object DetectionCode1
A ground-truth dataset and classification model for detecting bots in GitHub issue and PR commentsCode1
Rank consistent ordinal regression for neural networks with application to age estimationCode1
A Hybrid Classification Approach using Topic Modeling and Graph Convolution NetworksCode1
Context-aware Attentional Pooling (CAP) for Fine-grained Visual ClassificationCode1
Continual Learning for Text Classification with Information Disentanglement Based RegularizationCode1
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image ClassificationCode1
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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