SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 3226–3250 of 14581 papers

TitleStatusHype
Spectrum Sensing and Signal Identification with Deep Learning based on Spectral Correlation Function—0
Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced DataCode1
Radiomic feature selection for lung cancer classifiers—0
A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification—0
Key Phrase Classification in Complex Assignments—0
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial LocationCode1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningCode1
StarNet: towards Weakly Supervised Few-Shot Object DetectionCode0
Channel Pruning Guided by Classification Loss and Feature Importance—0
Causality-based Explanation of Classification Outcomes—0
Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating—0
Leveraging Foreign Language Labeled Data for Aspect-Based Opinion Mining—0
Beyond without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets—0
A Simple Probabilistic Method for Deep Classification under Input-Dependent Label Noise—0
Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls—0
Document Ranking with a Pretrained Sequence-to-Sequence ModelCode1
Medical Image Enhancement Using Histogram Processing and Feature Extraction for Cancer Classification—0
TAFSSL: Task-Adaptive Feature Sub-Space Learning for few-shot classificationCode1
Semi-supervised Disentanglement with Independent Vector Variational AutoencodersCode0
FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning TechniquesCode0
Predicting Legal Proceedings Status: Approaches Based on Sequential Text DataCode0
Explainable Deep Classification Models for Domain Generalization—0
The GraphNet Zoo: An All-in-One Graph Based Deep Semi-Supervised Framework for Medical Image Classification—0
Semantic Pyramid for Image GenerationCode1
Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages—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
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