SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13351–13400 of 14581 papers

TitleStatusHype
DeepTerramechanics: Terrain Classification and Slip Estimation for Ground Robots via Deep LearningCode0
Improving LSTM-CTC based ASR performance in domains with limited training dataCode0
A Classification of G-invariant Shallow Neural NetworksCode0
A geometry-inspired decision-based attackCode0
Gender and Ethnicity Classification based on Palmprint and Palmar Hand Images from Uncontrolled EnvironmentCode0
BiasedWalk: Biased Sampling for Representation Learning on GraphsCode0
Every Document Owns Its Structure: Inductive Text Classification via Graph Neural NetworksCode0
Deep Transfer Learning for Static Malware ClassificationCode0
Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of RegistersCode0
Every Node Counts: Self-Ensembling Graph Convolutional Networks for Semi-Supervised LearningCode0
Learning Semantically and Additively Compositional Distributional RepresentationsCode0
Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style ClassificationCode0
A new evaluation framework for topic modeling algorithms based on synthetic corporaCode0
Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment ClassificationCode0
Evolutionary Data Measures: Understanding the Difficulty of Text Classification TasksCode0
A Simple yet Brisk and Efficient Active Learning Platform for Text ClassificationCode0
Deep Unordered Composition Rivals Syntactic Methods for Text ClassificationCode0
Evolutionary NAS with Gene Expression Programming of Cellular EncodingCode0
Classification of Malware by Using Structural Entropy on Convolutional Neural NetworksCode0
Gender Classification from Iris Texture Images Using a New Set of Binary Statistical Image FeaturesCode0
Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware AttentionCode0
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured OutputsCode0
Learning with a Strong AdversaryCode0
How should we evaluate supervised hashing?Code0
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical EvolutionCode0
A New Cervical Cytology Dataset for Nucleus Detection and Image Classification (Cervix93) and Methods for Cervical Nucleus DetectionCode0
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized EmbeddingsCode0
Intra-model Variability in COVID-19 Classification Using Chest X-ray ImagesCode0
Classification of Motor Imagery EEG Signals by Using a Divergence Based Convolutional Neural NetworkCode0
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A SurveyCode0
A Simple Fusion of Deep and Shallow Learning for Acoustic Scene ClassificationCode0
Classification of multivariate weakly-labelled time-series with attentionCode0
Deep Weighted Averaging ClassifiersCode0
Evolving Deep Convolutional Neural Networks for Image ClassificationCode0
Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline MethodologyCode0
Adaptive Semi-supervised Learning for Cross-domain Sentiment ClassificationCode0
Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss FunctionsCode0
Defending against adversarial attacks on medical imaging AI system, classification or detection?Code0
k-hop Graph Neural NetworksCode0
Defending Against Physically Realizable Attacks on Image ClassificationCode0
Defending against Whitebox Adversarial Attacks via Randomized DiscretizationCode0
Kidney Level Lupus Nephritis Classification using Uncertainty Guided Bayesian Convolutional Neural NetworksCode0
Beyond Short Snippets: Deep Networks for Video ClassificationCode0
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative ModelsCode0
Classification of Point Cloud Scenes with Multiscale Voxel Deep NetworkCode0
Classification of Polarimetric SAR Images Using Compact Convolutional Neural NetworksCode0
Defense of Word-level Adversarial Attacks via Random Substitution EncodingCode0
Improving Open Information Extraction via Iterative Rank-Aware LearningCode0
How useful is Active Learning for Image-based Plant Phenotyping?Code0
Multi-fidelity classification using Gaussian processes: accelerating the prediction of large-scale computational modelsCode0
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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