SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2951–3000 of 14581 papers

TitleStatusHype
Deep Residual 3D U-Net for Joint Segmentation and Texture Classification of Nodules in Lung—0
Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification—0
A New Modal Autoencoder for Functionally Independent Feature Extraction—0
Duodepth: Static Gesture Recognition Via Dual Depth SensorsCode0
High-Dimensional Quadratic Discriminant Analysis under Spiked Covariance Model—0
Background Knowledge Injection for Interpretable Sequence Classification—0
Large-scale detection and categorization of oil spills from SAR images with deep learning—0
Distribution-Based Invariant Deep Networks for Learning Meta-Features—0
Defending against adversarial attacks on medical imaging AI system, classification or detection?Code0
Dynamic Functional Connectivity and Graph Convolution Network for Alzheimer's Disease Classification—0
Fairness with Overlapping Groups—0
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data—0
Learning Interclass Relations for Image Classification—0
Multilabel Classification by Hierarchical Partitioning and Data-dependent GroupingCode0
Classification Performance Metric for Imbalance Data Based on Recall and Selectivity Normalized in Class Labels—0
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognitionCode0
Attention-Based Neural Networks for Sentiment Attitude Extraction using Distant SupervisionCode0
Projective Latent Interventions for Understanding and Fine-tuning ClassifiersCode0
Adversarial Robustness of Deep Sensor Fusion Models—0
DCNNs: A Transfer Learning comparison of Full Weapon Family threat detection for Dual-Energy X-Ray Baggage Imagery—0
SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection—0
Using Company Specific Headlines and Convolutional Neural Networks to Predict Stock Fluctuations—0
RP2K: A Large-Scale Retail Product Dataset for Fine-Grained Image Classification—0
Classification with Quantum Machine Learning: A Survey—0
ELF: An Early-Exiting Framework for Long-Tailed Classification—0
Wavelet Classification for Over-the-Air Non-Orthogonal Waveforms—0
On Aggregation in Ensembles of Multilabel Classifiers—0
The classification for High-dimension low-sample size data—0
Classification Under Human AssistanceCode0
Patch Based Classification of Remote Sensing Data: A Comparison of 2D-CNN, SVM and NN Classifiers—0
Model family selection for classification using Neural Decision Trees—0
Performance Evaluation of t-SNE and MDS Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers—0
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced LossCode0
Remote Sensing Image Scene Classification with Deep Neural Networks in JPEG 2000 Compressed Domain—0
A Novel Method for ECG Signal Classification via One-Dimensional Convolutional Neural Network—0
Adversarial Transfer of Pose Estimation Regression—0
Unsupervised Image Classification for Deep Representation LearningCode0
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19—0
Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy—0
Classifier uncertainty: evidence, potential impact, and probabilistic treatmentCode0
Semi-supervised time series classification method for quantum computing—0
An analytic theory of shallow networks dynamics for hinge loss classificationCode0
Unified Representation Learning for Efficient Medical Image Analysis—0
Photometric Data-driven Classification of Type Ia Supernovae in the Open Supernova CatalogCode0
Frost filtered scale-invariant feature extraction and multilayer perceptron for hyperspectral image classification—0
Uncertainty in Gradient Boosting via Ensembles—0
Towards Threshold Invariant Fair Classification—0
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification—0
Tensor Decompositions in Recursive Neural Networks for Tree-Structured DataCode0
Class-Attentive Diffusion Network for Semi-Supervised ClassificationCode0
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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