SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 12001–12050 of 14581 papers

TitleStatusHype
An Investigation of Language Model Interpretability via Sentence EditingCode0
San Francisco Crime ClassificationCode0
Understanding How Image Quality Affects Deep Neural NetworksCode0
Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning InterpretationCode0
On the use of Pairwise Distance Learning for Brain Signal Classification with Limited ObservationsCode0
Textual Membership QueriesCode0
Text Understanding from ScratchCode0
Understanding Individual Decisions of CNNs via Contrastive BackpropagationCode0
Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion MiningCode0
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-AttentionCode0
Towards understanding ECG rhythm classification using convolutional neural networks and attention mappingsCode0
Weakly Supervised Deep Detection NetworksCode0
SatiricLR: a Language Resource of Satirical News ArticlesCode0
Spectral Metric for Dataset Complexity AssessmentCode0
Spectral Multigraph Networks for Discovering and Fusing Relationships in MoleculesCode0
Multi-modal Cycle-consistent Generalized Zero-Shot LearningCode0
Mining on Manifolds: Metric Learning without LabelsCode0
Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language ModelsCode0
Understanding intermediate layers using linear classifier probesCode0
Scalable Dictionary Classifiers for Time Series ClassificationCode0
PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten DocumentsCode0
Spectral-Spatial Classification of Hyperspectral Image Using AutoencodersCode0
Scalable End-to-end Recurrent Neural Network for Variable star classificationCode0
Photometric Data-driven Classification of Type Ia Supernovae in the Open Supernova CatalogCode0
Spectral-spatial classification of hyperspectral images: three tricks and a new supervised learning settingCode0
Towards universal neural nets: Gibbs machines and ACECode0
Scalable Gaussian Process Classification with Additive Noise for Various LikelihoodsCode0
Physically-interpretable classification of biological network dynamics for complex collective motionsCode0
ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object DetectionCode0
Picasso: A Modular Framework for Visualizing the Learning Process of Neural Network Image ClassifiersCode0
PICO Element Detection in Medical Text via Long Short-Term Memory Neural NetworksCode0
Understanding Isomorphism Bias in Graph Data SetsCode0
Machine learning classification of non-Markovian noise disturbing quantum dynamicsCode0
Understanding Measures of Uncertainty for Adversarial Example DetectionCode0
Speech-Based Emotion Recognition using Neural Networks and Information VisualizationCode0
Scalable Multilabel Prediction via Randomized MethodsCode0
PiNet: A Permutation Invariant Graph Neural Network for Graph ClassificationCode0
PiNet: Attention Pooling for Graph ClassificationCode0
Using convolutional networks and satellite imagery to identify patterns in urban environments at a large scaleCode0
On the Explanation of Machine Learning Predictions in Clinical Gait AnalysisCode0
Using Convolutional Neural Networks for Classification of Malware represented as ImagesCode0
Towards Wide Learning: Experiments in HealthcareCode0
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation ModelsCode0
PixelHop: A Successive Subspace Learning (SSL) Method for Object ClassificationCode0
WikiReading: A Novel Large-scale Language Understanding Task over WikipediaCode0
Texture Selection for Automatic Music Genre ClassificationCode0
On the Robustness of Semantic Segmentation Models to Adversarial AttacksCode0
Scalable Twin Neural Networks for Classification of Unbalanced DataCode0
Scalable Variational Gaussian Process ClassificationCode0
Virtual Class Enhanced Discriminative Embedding LearningCode0
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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