SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7151–7175 of 14581 papers

TitleStatusHype
MetaGAN: An Adversarial Approach to Few-Shot Learning—0
Universal Language Model Fine-tuning for Patent Classification—0
The Sample Complexity of Semi-Supervised Learning with Nonparametric Mixture Models—0
Revisiting ( , , )-similarity learning for domain adaptation—0
Multi-value Rule Sets for Interpretable Classification with Feature-Efficient RepresentationsCode0
Multiple Instance Learning for Efficient Sequential Data Classification on Resource-constrained Devices—0
SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and SegmentationCode0
Maximum-Entropy Fine Grained Classification—0
Model-Agnostic Private Learning—0
Thwarting Adversarial Examples: An L_0-Robust Sparse Fourier Transform—0
We Usually Don't Like Going to the Dentist: Using Common Sense to Detect Irony on Twitter—0
Overview of the 2018 ALTA Shared Task: Classifying Patent Applications—0
PAC-Bayes Tree: weighted subtrees with guarantees—0
Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot LearningCode0
Modern Neural Networks Generalize on Small Data Sets—0
On Binary Classification in Extreme Regions—0
Multi-Class Learning: From Theory to Algorithm—0
Classification is a Strong Baseline for Deep Metric LearningCode0
Virtual Class Enhanced Discriminative Embedding LearningCode0
Restricted Boltzmann Machine with Multivalued Hidden Variables: a model suppressing over-fitting—0
Understanding Unequal Gender Classification Accuracy from Face Images—0
Learning Interpretable Characteristic Kernels via Decision Forests—0
Improving Landmark Recognition using Saliency detection and Feature classificationCode0
Learning Interpretable Rules for Multi-label ClassificationCode0
Deep Multimodal Learning: An Effective Method for Video 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