SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1251–1260 of 14581 papers

TitleStatusHype
Neural network approximation and estimation of classifiers with classification boundary in a Barron class—0
On Focal Loss for Class-Posterior Probability Estimation: A Theoretical Perspective—0
Your "Flamingo" is My "Bird": Fine-Grained, or NotCode1
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response—0
Multimodal Prototypical Networks for Few-shot Learning—0
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive LearningCode1
Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networksCode0
C-Learning: Learning to Achieve Goals via Recursive Classification—0
Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset—0
A Simple Framework to Quantify Different Types of Uncertainty in Deep Neural Networks for Image Classification—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