SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 401–450 of 14581 papers

TitleStatusHype
Inductive Inference in Supervised Classification—0
Spatio-temporal Crop Classification On Volumetric Data—0
Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI—0
TPPI-Net: Towards Efficient and Practical Hyperspectral Image Classification—0
GLM: General Language Model Pretraining with Autoregressive Blank InfillingCode3
Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese—0
Consistency-based Active Learning for Object DetectionCode1
Danish Fungi 2020 -- Not Just Another Image Recognition DatasetCode1
The Case for High-Accuracy Classification: Think Small, Think Many!—0
MSMatch: Semi-Supervised Multispectral Scene Classification with Few LabelsCode1
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer InterfaceCode1
A New Method for Features Normalization in Motor Imagery Few-Shot Learning using Resting-State—0
Revisiting the Loss Weight Adjustment in Object DetectionCode0
HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification—0
Triplet-Watershed for Hyperspectral Image ClassificationCode1
Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation—0
Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss—0
Z Distance Function for KNN Classification—0
Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking—0
Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions—0
Theoretical bounds on data requirements for the ray-based classification—0
An Efficient Method for the Classification of Croplands in Scarce-Label RegionsCode0
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic AnemiasCode0
Modulating Localization and Classification for Harmonized Object Detection—0
GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural NetworksCode1
Graph Convolutional Network for Swahili News ClassificationCode0
LabelGit: A Dataset for Software Repositories Classification using Attributed Dependency Graphs—0
Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification—0
Fused Deep Features Based Classification Framework for COVID-19 Classification with Optimized MLP—0
Deep Reinforcement Learning for Band Selection in Hyperspectral Image ClassificationCode1
How Many Data Points is a Prompt Worth?Code1
Evolving parametrized Loss for Image Classification Learning on Small Datasets—0
Deep Neural Network Based Ensemble learning Algorithms for the healthcare system (diagnosis of chronic diseases)—0
Stack of discriminative autoencoders for multiclass anomaly detection in endoscopy images—0
Principled Ultrasound Data Augmentation for Classification of Standard Planes—0
Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and SynthesisCode1
Supervised Learning in the Presence of Noise: Application in ICD-10 Code Classification—0
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks—0
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification—0
Comparing the Performance of NLP Toolkits and Evaluation measures in Legal Tech—0
Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum LearningCode1
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models' Transferability—0
Linnaeus: A highly reusable and adaptable ML based log classification pipeline—0
Should Graph Neural Networks Use Features, Edges, Or Both?—0
Learning with partially separable data—0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification—0
A Relational-learning Perspective to Multi-label Chest X-ray Classification—0
TransMed: Transformers Advance Multi-modal Medical Image Classification—0
Sim2Real 3D Object Classification using Spherical Kernel Point Convolution and a Deep Center Voting Scheme—0
An Amharic News Text classification DatasetCode1
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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