SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 401–425 of 14581 papers

TitleStatusHype
Inductive Inference in Supervised Classification—0
The Case for High-Accuracy Classification: Think Small, Think Many!—0
Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese—0
TPPI-Net: Towards Efficient and Practical Hyperspectral Image Classification—0
Danish Fungi 2020 -- Not Just Another Image Recognition DatasetCode1
Spatio-temporal Crop Classification On Volumetric Data—0
Consistency-based Active Learning for Object DetectionCode1
MSMatch: Semi-Supervised Multispectral Scene Classification with Few LabelsCode1
GLM: General Language Model Pretraining with Autoregressive Blank InfillingCode3
Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI—0
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
Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions—0
An Efficient Method for the Classification of Croplands in Scarce-Label RegionsCode0
Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss—0
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic AnemiasCode0
HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification—0
Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking—0
Z Distance Function for KNN Classification—0
Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation—0
Theoretical bounds on data requirements for the ray-based classification—0
Revisiting the Loss Weight Adjustment in Object DetectionCode0
Triplet-Watershed for Hyperspectral Image ClassificationCode1
Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification—0
Graph Convolutional Network for Swahili News ClassificationCode0
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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