SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1201–1250 of 14581 papers

TitleStatusHype
Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study—0
Interpretation of multi-label classification models using shapley valuesCode0
Automating Visual Blockage Classification of Culverts with Deep Learning—0
Bayesian subset selection and variable importance for interpretable prediction and classification—0
A novel three-stage training strategy for long-tailed classification—0
BraidNet: procedural generation of neural networks for image classification problems using braid theory—0
WASSA@IITK at WASSA 2021: Multi-task Learning and Transformer Finetuning for Emotion Classification and Empathy Prediction—0
Inference of Upcoming Human Grasp Using EMG During Reach-to-Grasp Movement—0
UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more AttentionCode0
Few-shot learning via tensor hallucinationCode0
A Framework using Contrastive Learning for Classification with Noisy Labels—0
Sentiment Classification in Swahili Language Using Multilingual BERT—0
SAS: A Simple, Accurate and Scalable Node Classification Algorithm—0
Quantum algorithms for SVD-based data representation and analysisCode0
Provable Robustness of Adversarial Training for Learning Halfspaces with Noise—0
Automatic Stroke Classification of Tabla Accompaniment in Hindustani Vocal Concert Audio—0
Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics—0
Texture Based Classification of High Resolution Remotely Sensed Imagery using Weber Local Descriptor—0
Multi-objective Feature Selection with Missing Data in Classification—0
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes—0
Potential Anchoring for imbalanced data classificationCode0
Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification—0
Data Distillation for Text ClassificationCode0
Cross-Modal Retrieval Augmentation for Multi-Modal Classification—0
Augmenting Deep Classifiers with Polynomial Neural NetworksCode0
Learning-based Compression for Material and Texture Recognition—0
Neural String Edit DistanceCode0
Learning Evolved Combinatorial Symbols with a Neuro-symbolic Generative Model—0
Flexible Instance-Specific Rationalization of NLP ModelsCode0
Are Classes Clusters?—0
A survey of active learning algorithms for supervised remote sensing image classification—0
Detect and Classify -- Joint Span Detection and Classification for Health OutcomesCode0
Out-of-Distribution Detection for Dermoscopic Image Classification—0
BERT based Transformers lead the way in Extraction of Health Information from Social MediaCode0
Shoulder Implant X-Ray Manufacturer Classification: Exploring with Vision TransformerCode0
Hierarchical Learning for Generation with Long Source Sequences—0
Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data—0
Process Outcome Prediction: CNN vs. LSTM (with Attention)—0
A Hyperbolic-to-Hyperbolic Graph Convolutional Network—0
Unsupervised low-rank representations for speech emotion recognition—0
Quadratic GCN for Graph ClassificationCode0
Audio feature ranking for sound-based COVID-19 patient detection—0
Identification of mental fatigue in language comprehension tasks based on EEG and deep learning—0
Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation—0
Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition—0
COVID-19 detection using chest X-rays: is lung segmentation important for generalization?Code0
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information MaximizationCode0
Active learning for medical code assignment—0
Intra-Class Uncertainty Loss Function for Classification—0
Artificial Intelligence Methods Based Hierarchical Classification of Frontotemporal Dementia to Improve Diagnostic Predictability—0
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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