SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4901–4950 of 14581 papers

TitleStatusHype
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and ClassificationCode0
Interpretability Beyond Classification Output: Semantic Bottleneck Networks—0
A Fine-Grained Facial Expression Database for End-to-End Multi-Pose Facial Expression Recognition—0
Convolutional Neural Networks on Randomized Data—0
Hard-Aware Fashion Attribute Classification—0
Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation—0
Towards Logical Specification of Statistical Machine Learning—0
Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification—0
Semi-Supervised Tensor Factorization for Node Classification in Complex Social Networks—0
Investigating Correlations of Inter-coder Agreement and Machine Annotation Performance for Historical Video Data—0
A graphical heuristic for reduction and partitioning of large datasets for scalable supervised training—0
Automatic crack classification by exploiting statistical event descriptors for Deep LearningCode0
Interpretable Classification of Time-Series Data using Efficient Enumerative Techniques—0
Classification from Triplet Comparison DataCode0
Collaborative Filtering and Multi-Label Classification with Matrix Factorization—0
Automated Discovery and Classification of Training Videos for Career Progression—0
EmotionX-HSU: Adopting Pre-trained BERT for Emotion Classification—0
Invertible Network for Classification and Biomarker Selection for ASDCode0
GraphX^NET- Chest X-Ray Classification Under Extreme Minimal Supervision—0
Few-shot Learning for Domain-specific Fine-grained Image Classification—0
Multimodal Age and Gender Classification Using Ear and Profile Face ImagesCode0
Node Attribute Generation on GraphsCode1
Trading via Image ClassificationCode0
Data Analysis of Wireless Networks Using Classification Techniques—0
Recursion, Probability, Convolution and Classification for Computations—0
Reg R-CNN: Lesion Detection and Grading under Noisy LabelsCode0
The Effect of Visual Design in Image Classification—0
Incremental and Decremental Fuzzy Bounded Twin Support Vector MachineCode0
IsoNN: Isomorphic Neural Network for Graph Representation Learning and ClassificationCode0
Classification with the matrix-variate-t distribution—0
Domain Adaptation for One-Class Classification: Monitoring the Health of Critical Systems Under Limited Information—0
A-Phase classification using convolutional neural networks—0
Domain-Specific Priors and Meta Learning for Few-Shot First-Person Action Recognition—0
Satellite-Net: Automatic Extraction of Land Cover Indicators from Satellite Imagery by Deep Learning—0
Attention Filtering for Multi-person Spatiotemporal Action Detection on Deep Two-Stream CNN Architectures—0
Conscientious Classification: A Data Scientist's Guide to Discrimination-Aware Classification—0
Infant Mortality Prediction using Birth Certificate Data—0
An Interpretable Compression and Classification System: Theory and Applications—0
Image Classification with Hierarchical Multigraph NetworksCode0
Logical Classification of Partially Ordered Data—0
Quantifying Similarity between Relations with Fact DistributionCode0
Direct information transfer rate optimisation for SSVEP-based BCICode0
Learning sparsity in reservoir computing through a novel bio-inspired algorithm—0
New Era of Deeplearning-Based Malware Intrusion Detection: The Malware Detection and Prediction Based On Deep Learning—0
Post-synaptic potential regularization has potentialCode0
A Fast Machine Learning Model for ECG-Based Heartbeat Classification and Arrhythmia Detection—0
Autoencoder-Based Incremental Class Learning without Retraining on Old Data—0
Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars—0
A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements—0
Electroencephalography based Classification of Long-term Stress using Psychological Labeling—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