SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 14581 papers

TitleStatusHype
EEG-based Emotional Video Classification via Learning Connectivity StructureCode1
Breast Cancer Histopathology Image Classification and Localization using Multiple Instance LearningCode1
Can AI help in screening Viral and COVID-19 pneumonia?Code1
Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical SimulationsCode1
Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph ClassificationCode1
CatBoost: gradient boosting with categorical features supportCode1
ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic AbnormalitiesCode1
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax DiseasesCode1
Circumventing Outliers of AutoAugment with Knowledge DistillationCode1
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learningCode1
Classification-Based Anomaly Detection for General DataCode1
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM NetworkCode1
Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image RepresentationCode1
Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer LearningCode1
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural NetworksCode1
Classification with Valid and Adaptive CoverageCode1
Optimized spiking neurons classify images with high accuracy through temporal coding with two spikesCode1
Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method?Code1
AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene ClassificationCode1
A Hybrid Classification Approach using Topic Modeling and Graph Convolution NetworksCode1
Accumulated Polar Feature-based Deep Learning for Efficient and Lightweight Automatic Modulation Classification with Channel Compensation MechanismCode1
CNN Architectures for Large-Scale Audio ClassificationCode1
Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object DetectionCode1
Combating Label Noise in Deep Learning Using AbstentionCode1
AIDeveloper: deep learning image classification in life science and beyondCode1
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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