SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 751–775 of 14581 papers

TitleStatusHype
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare RecordsCode1
PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector EliminationCode1
CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR ImagesCode1
Cross-Domain Few-Shot Classification via Learned Feature-Wise TransformationCode1
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language InferenceCode1
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural NetworkCode1
Training Normalizing Flows with the Information Bottleneck for Competitive Generative ClassificationCode1
Are These Birds Similar: Learning Branched Networks for Fine-grained RepresentationsCode1
Fairness Measures for Regression via Probabilistic ClassificationCode1
Epileptic Seizure Classification with Symmetric and Hybrid Bilinear ModelsCode1
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual FeaturesCode1
An Adversarial Approach for the Robust Classification of Pneumonia from Chest RadiographsCode1
Tensor Graph Convolutional Networks for Text ClassificationCode1
Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity AnalysisCode1
Latent Opinions Transfer Network for Target-Oriented Opinion Words ExtractionCode1
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological ImagesCode1
Accumulated Polar Feature-based Deep Learning for Efficient and Lightweight Automatic Modulation Classification with Channel Compensation MechanismCode1
Classification of Large-Scale High-Resolution SAR Images with Deep Transfer LearningCode1
Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed ClassificationCode1
Reasoning on Knowledge Graphs with Debate DynamicsCode1
Stacked DeBERT: All Attention in Incomplete Data for Text ClassificationCode1
A Fair Comparison of Graph Neural Networks for Graph ClassificationCode1
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones ClassificationCode1
Transductive Zero-Shot Learning for 3D Point Cloud ClassificationCode1
IoU-aware Single-stage Object Detector for Accurate LocalizationCode1
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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