SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4401–4450 of 14581 papers

TitleStatusHype
Fair Adversarial Gradient Tree BoostingCode0
A Hierarchy of Graph Neural Networks Based on Learnable Local Features—0
A Capsule Network-based Model for Learning Node EmbeddingsCode0
Generating an Explainable ECG Beat Space With Variational Auto-Encoders—0
Random Projections of Mel-Spectrograms as Low-Level Features for Automatic Music Genre Classification—0
Segment Relevance Estimation for Audio Analysis and Weakly-Labelled Classification—0
Robust and Fast Automatic Modulation Classification with CNN under Multipath Fading Channels—0
Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation NetworksCode0
Pose Guided Attention for Multi-label Fashion Image Classification—0
Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Performance of Gait Classifications Using Machine Learning—0
t-SS3: a text classifier with dynamic n-grams for early risk detection over text streamsCode0
Text classification with pixel embedding—0
Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo ClassificationCode0
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP EventsCode0
Simplifying Random Forests: On the Trade-off between Interpretability and Accuracy—0
r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News DetectionCode0
Improving BERT Fine-tuning with Embedding Normalization—0
Embedded Neural Networks for Robot AutonomyCode0
Learning to Few-Shot Learn Across Diverse Natural Language Classification TasksCode0
Can Monolingual Pretrained Models Help Cross-Lingual Classification?—0
HighwayGraph: Modelling Long-distance Node Relations for Improving General Graph Neural Network—0
Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting—0
Learning Strategy-Aware Linear Classifiers—0
Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style ClassificationCode0
Improving Machine Reading Comprehension via Adversarial Training—0
XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture ClassificationCode0
Missing Features Reconstruction and Its Impact on Classification Accuracy—0
Pairwise coupling of convolutional neural networks for better explicability of classification systems—0
Unsupervised adulterated red-chili pepper content transformation for hyperspectral classification—0
Radar Human Motion Recognition Using Motion States and Two-Way Classifications—0
Not Enough Data? Deep Learning to the Rescue!—0
Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding—0
Interactive Refinement of Cross-Lingual Word EmbeddingsCode0
A Comprehensive Comparison of Machine Learning Based Methods Used in Bengali Question Classification—0
Decoding Imagined Speech and Computer Control using Brain Waves—0
Is a Classification Procedure Good Enough? A Goodness-of-Fit Assessment Tool for Classification LearningCode0
Adaptive Kernel Value Caching for SVM Training—0
Efficacy of Pixel-Level OOD Detection for Semantic Segmentation—0
Transformation of Dense and Sparse Text RepresentationsCode0
Seq2Emo for Multi-label Emotion Classification Based on Latent Variable Chains Transformation—0
Localization-aware Channel Pruning for Object Detection—0
SRINet: Learning Strictly Rotation-Invariant Representations for Point Cloud Classification and Segmentation—0
Shaping Visual Representations with Language for Few-shot ClassificationCode0
Doppler Spectrum Classification with CNNs via Heatmap Location Encoding and a Multi-head Output Layer—0
The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey—0
Towards Monitoring Parkinson's Disease Following Drug Treatment: CGP Classification of rs-MRI Data—0
Correlated Feature Selection for Tweet Spam Classification—0
An Information Theory Approach on Deciding Spectroscopic Follow UpsCode0
An End-to-end Approach for Lexical Stress Detection based on Transformer—0
GraphAIR: Graph Representation Learning with Neighborhood Aggregation and InteractionCode0
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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