SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6826–6850 of 14581 papers

TitleStatusHype
3DTI-Net: Learn Inner Transform Invariant 3D Geometry Features using Dynamic GCN—0
A short review on Applications of Deep learning for Cyber security—0
Few-shot classification in Named Entity Recognition TaskCode0
A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms, Experimental Analysis, Prospects and Challenges (with Appendices on Mathematical Background and Detailed Algorithms Explanation)—0
Don't Classify, Translate: Multi-Level E-Commerce Product Categorization Via Machine Translation—0
Bias Mitigation Post-processing for Individual and Group Fairness—0
Exploiting Anti-monotonicity of Multi-label Evaluation Measures for Inducing Multi-label RulesCode0
Measuring Similarity: Computationally Reproducing the Scholar's Interests—0
Probabilistic Class-Specific Discriminant Analysis—0
Making Sense of Random Forest Probabilities: a Kernel Perspective—0
Rethinking Layer-wise Feature Amounts in Convolutional Neural Network ArchitecturesCode0
Nrityantar: Pose oblivious Indian classical dance sequence classification system—0
Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problemCode1
Local Probabilistic Model for Bayesian Classification: a Generalized Local Classification Model—0
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification—0
ELASTIC: Improving CNNs with Dynamic Scaling PoliciesCode0
Learning Features of Network Structures Using Graphlets—0
Effectiveness of Hierarchical Softmax in Large Scale Classification Tasks—0
A robust hierarchical nominal classification method based on similarity and dissimilarity using loss function and an improved version of the deck of cards method—0
Gradient Descent Happens in a Tiny Subspace—0
Features Extraction Based on an Origami Representation of 3D Landmarks—0
Considering Race a Problem of Transfer Learning—0
An Empirical Study of Example Forgetting during Deep Neural Network LearningCode1
Thwarting Adversarial Examples: An L_0-RobustSparse Fourier Transform—0
LSTM-Based ECG Classification for Continuous Monitoring on Personal Wearable Devices—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