SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 4851–4875 of 14581 papers

TitleStatusHype
Evaluating and Boosting Uncertainty Quantification in Classification—0
Hierarchical Scene Coordinate Classification and Regression for Visual Localization—0
A Note on Posterior Probability Estimation for Classifiers—0
Differentially Private Meta-Learning—0
An Empirical Investigation of Randomized Defenses against Adversarial AttacksCode0
A Robust Hybrid Approach for Textual Document ClassificationCode0
A tale of two toolkits, report the first: benchmarking time series classification algorithms for correctness and efficiency—0
A Channel-Pruned and Weight-Binarized Convolutional Neural Network for Keyword Spotting—0
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classificationCode0
Effective training of deep convolutional neural networks for hyperspectral image classification through artificial labeling—0
On the Hardness of Robust Classification—0
Neural Population Coding for Effective Temporal Classification—0
ScieNet: Deep Learning with Spike-assisted Contextual Information Extraction—0
Is Heuristic Sampling Necessary in Training Deep Object Detectors?Code0
Multi-Year Vector Dynamic Time Warping Based Crop Mapping—0
Factorized MultiClass Boosting—0
Computer-Aided Automated Detection of Gene-Controlled Social Actions of Drosophila—0
Domain-Agnostic Few-Shot Classification by Learning Disparate Modulators—0
Aggregated Hold-Out—0
Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning—0
Effectiveness of Adversarial Examples and Defenses for Malware Classification—0
Deep Learning for Automated Classification and Characterization of Amorphous Materials—0
Augmenting Monte Carlo Dropout Classification Models with Unsupervised Learning Tasks for Detecting and Diagnosing Out-of-Distribution Faults—0
Classifying the Valence of Autobiographical Memories from fMRI Data—0
Improving the Explainability of Neural Sentiment Classifiers via Data Augmentation—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