SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1401–1450 of 14581 papers

TitleStatusHype
Stack of discriminative autoencoders for multiclass anomaly detection in endoscopy images—0
Evolving parametrized Loss for Image Classification Learning on Small Datasets—0
Principled Ultrasound Data Augmentation for Classification of Standard Planes—0
Supervised Learning in the Presence of Noise: Application in ICD-10 Code Classification—0
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models' Transferability—0
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks—0
Comparing the Performance of NLP Toolkits and Evaluation measures in Legal Tech—0
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification—0
Learning with partially separable data—0
Should Graph Neural Networks Use Features, Edges, Or Both?—0
Linnaeus: A highly reusable and adaptable ML based log classification pipeline—0
Sim2Real 3D Object Classification using Spherical Kernel Point Convolution and a Deep Center Voting Scheme—0
Quantum machine learning with differential privacy—0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification—0
Piecewise linear regression and classification—0
A Relational-learning Perspective to Multi-label Chest X-ray Classification—0
TransMed: Transformers Advance Multi-modal Medical Image Classification—0
2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks—0
Cut-Thumbnail: A Novel Data Augmentation for Convolutional Neural NetworkCode0
Self-supervised Regularization for Text Classification—0
Improving Document-Level Sentiment Classification Using Importance of Sentences—0
Memory-Efficient, Limb Position-Aware Hand Gesture Recognition using Hyperdimensional Computing—0
Interpretable Attention Guided Network for Fine-grained Visual Classification—0
Classification and Feature Transformation with Fuzzy Cognitive MapsCode0
"Sharks are not the threat humans are": Argument Component Segmentation in School Student Essays—0
Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings—0
A Comparison of Word2Vec, HMM2Vec, and PCA2Vec for Malware Classification—0
Automatic Difficulty Classification of Arabic Sentences—0
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection—0
A novel approach to the classification of terrestrial drainage networks based on deep learning and preliminary results on Solar System bodies—0
Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy—0
Entangled q-Convolutional Neural Nets—0
Amino acid frequency and domain features serve well for random forest based classification of thermophilic and mesophilic protein; a case study on serine proteases—0
Nishimori meets Bethe: a spectral method for node classification in sparse weighted graphsCode0
Structure-Enhanced Meta-Learning For Few-Shot Graph ClassificationCode0
NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification—0
Self-supervised Mean Teacher for Semi-supervised Chest X-ray ClassificationCode0
SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models—0
Semi-Supervised Federated Peer Learning for Skin Lesion ClassificationCode0
Lower-Bounded Proper Losses for Weakly Supervised ClassificationCode0
Distribution-free uncertainty quantification for classification under label shift—0
Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis—0
Learning Granularity-Aware Convolutional Neural Network for Fine-Grained Visual Classification—0
Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning—0
On the privacy-utility trade-off in differentially private hierarchical text classificationCode0
PointGuard: Provably Robust 3D Point Cloud Classification—0
Self-supervised deep convolutional neural network for chest X-ray classification—0
Calibrated simplex-mapping classificationCode0
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression—0
Stay on Topic, Please: Aligning User Comments to the Content of a News Article—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