SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–375 of 14581 papers

TitleStatusHype
Abuse is Contextual, What about NLP? The Role of Context in Abusive Language Annotation and DetectionCode1
Deep Ensemble Collaborative Learning by using Knowledge-transfer Graph for Fine-grained Object Classification—0
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image ClassificationCode1
Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification—0
Gated Transformer Networks for Multivariate Time Series ClassificationCode1
Understanding Robustness of Transformers for Image Classification—0
LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification—0
MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement LearningCode1
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans—0
Deepfake Forensics via An Adversarial GameCode1
Classification of Pneumonia and Tuberculosis from Chest X-rays—0
Spatial-spectral Hyperspectral Image Classification via Multiple Random Anchor Graphs Ensemble Learning—0
Universal Representation Learning from Multiple Domains for Few-shot ClassificationCode1
Multi-Target Domain Adaptation via Unsupervised Domain Classification for Weather Invariant Object Detection—0
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain AdaptationCode1
Explainability Guided Multi-Site COVID-19 CT ClassificationCode0
An evidential classifier based on Dempster-Shafer theory and deep learningCode1
CNN vs ELM for Image-Based Malware Classification—0
Multi-Label Classification Neural Networks with Hard Logical ConstraintsCode1
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced ScenariosCode1
W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality—0
Industrial Machine Tool Component Surface Defect DatasetCode1
AutoMix: Unveiling the Power of Mixup for Stronger ClassifiersCode1
Bag of Tricks for Node Classification with Graph Neural NetworksCode1
An Empirical Analysis of Image-Based Learning Techniques for Malware 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
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified