SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4451–4475 of 14581 papers

TitleStatusHype
Two-stage Image Classification Supervised by a Single Teacher Single Student ModelCode0
Lower Bounds on Adversarial Robustness from Optimal TransportCode0
Pre-train, Interact, Fine-tune: A Novel Interaction Representation for Text Classification—0
Universal Graph Transformer Self-Attention NetworksCode0
RADE: Resource-Efficient Supervised Anomaly Detection Using Decision Tree-Based Ensemble Methods—0
A Kolmogorov Complexity Approach to Generalization in Deep Learning—0
Classification Logit Two-sample Testing by Neural NetworksCode0
A Theoretical Analysis of the Number of Shots in Few-Shot Learning—0
Automated identification of neural cells in the multi-photon images using deep-neural networks—0
Beyond image classification: zooplankton identification with deep vector space embeddings—0
Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments—0
A Closer Look at Domain Shift for Deep Learning in HistopathologyCode0
Haar Graph PoolingCode0
Decoder Choice Network for Meta-LearningCode0
Gated Channel Transformation for Visual RecognitionCode0
Non-imaging single-pixel sensing with optimized binary modulation—0
The Power of Communities: A Text Classification Model with Automated Labeling Process Using Network Community Detection—0
Towards Automated Biometric Identification of Sea Turtles (Chelonia mydas)—0
Unsupervised Deep Features for Privacy Image Classification—0
PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Parallel Mapping network in the Complex DomainCode0
Recognizing Topic Change in Search Sessions of Digital Libraries based on Thesaurus and Classification System—0
Semi-supervised classification on graphs using explicit diffusion dynamicsCode0
Anchor Loss: Modulating Loss Scale based on Prediction DifficultyCode0
Constrained deep neural network architecture search for IoT devices accounting hardware calibration—0
Entropy from Machine LearningCode0
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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