SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 251–300 of 14581 papers

TitleStatusHype
GraphHop: An Enhanced Label Propagation Method for Node ClassificationCode1
PointCutMix: Regularization Strategy for Point Cloud ClassificationCode1
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple ClassifierCode1
Iterative weak/self-supervised classification framework for abnormal events detectionCode1
Revisiting Point Cloud Classification with a Simple and Effective BaselineCode1
Recall Loss for Imbalanced Image Classification and Semantic SegmentationCode1
On Explaining Your Explanations of BERT: An Empirical Study with Sequence ClassificationCode1
Intent Classification and Slot Filling for Privacy PoliciesCode1
Adaptive Threshold for Online Object Recognition and Re-identification TasksCode1
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANsCode1
Spatial Contrastive Learning for Few-Shot ClassificationCode1
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image ClassificationCode1
IIRC: Incremental Implicitly-Refined ClassificationCode1
Deep Semantic Dictionary Learning for Multi-label Image ClassificationCode1
On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New InsightsCode1
A pipeline for fair comparison of graph neural networks in node classification tasksCode1
Deep Open Intent Classification with Adaptive Decision BoundaryCode1
Robustness to Spurious Correlations in Text Classification via Automatically Generated CounterfactualsCode1
MASKER: Masked Keyword Regularization for Reliable Text ClassificationCode1
Image and Text fusion for UPMC Food-101 \ BERT and CNNsCode1
Transformer Interpretability Beyond Attention VisualizationCode1
Point TransformerCode1
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series ClassificationCode1
VSQL: Variational Shadow Quantum Learning for ClassificationCode1
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling TransferCode1
Attentional-Biased Stochastic Gradient DescentCode1
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian ProcessesCode1
Classifying Breast Histopathology Images with a Ductal Instance-Oriented PipelineCode1
Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image ClassificationCode1
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal ClassificationCode1
What Makes for End-to-End Object Detection?Code1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG ClassificationCode1
Label Confusion Learning to Enhance Text Classification ModelsCode1
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic SegmentationCode1
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly DetectionCode1
Mapping the Space of Chemical Reactions Using Attention-Based Neural NetworksCode1
Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD DetectionCode1
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing ImageryCode1
Canonical Capsules: Self-Supervised Capsules in Canonical PoseCode1
Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer LearningCode1
VideoMix: Rethinking Data Augmentation for Video ClassificationCode1
Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image ClassificationCode1
Guitar Effects Recognition and Parameter Estimation with Convolutional Neural NetworksCode1
Cross-Domain Sentiment Classification with In-Domain Contrastive LearningCode1
CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point CloudCode1
Learning Equivariant RepresentationsCode1
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic DialoguesCode1
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential EquationsCode1
Classification and reconstruction of optical quantum states with deep neural networksCode1
Red Blood Cell Segmentation with Overlapping Cell Separation and Classification on Imbalanced DatasetCode1
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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