SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 10676–10700 of 14581 papers

TitleStatusHype
Unsupervised Feature Learning for Writer Identification and Writer Retrieval—0
The cost of fairness in classification—0
Towards Understanding the Invertibility of Convolutional Neural Networks—0
Robust Data Geometric Structure Aligned Close yet Discriminative Domain Adaptation—0
Open-Category Classification by Adversarial Sample Generation—0
Learning with Average Top-k Loss—0
Continual Learning with Deep Generative ReplayCode0
Doubly Stochastic Variational Inference for Deep Gaussian ProcessesCode0
An experimental study of graph-based semi-supervised classification with additional node information—0
Classification of Aerial Photogrammetric 3D Point Clouds—0
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram ClassificationCode0
Bayesian Pool-based Active Learning With Abstention Feedbacks—0
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation—0
The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression—0
Selective Classification for Deep Neural Networks—0
Patchnet: Interpretable Neural Networks for Image Classification—0
Look, Listen and LearnCode0
Pairwise Confusion for Fine-Grained Visual ClassificationCode0
View-Invariant Recognition of Action Style Self-Dissimilarity—0
Use Privacy in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs—0
Semantic Softmax Loss for Zero-Shot Learning—0
Multi-output Polynomial Networks and Factorization Machines—0
W2VLDA: Almost Unsupervised System for Aspect Based Sentiment AnalysisCode0
An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges—0
An Out-of-the-box Full-network Embedding for Convolutional Neural Networks—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