SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 68266850 of 14581 papers

TitleStatusHype
Boosting Standard Classification Architectures Through a Ranking RegularizerCode0
Squared English Word: A Method of Generating Glyph to Use Super Characters for Sentiment Analysis0
Semantic Classification of Tabular Datasets via Character-Level Convolutional Neural NetworksCode0
Semantic Relation Classification via Bidirectional LSTM Networks with Entity-aware Attention using Latent Entity TypingCode0
Sentiment and Sarcasm Classification with Multitask Learning0
Predicting Parkinson's Disease using Latent Information extracted from Deep Neural Networks0
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification0
Max-margin Class Imbalanced Learning with Gaussian AffinityCode0
Stochastic Gradient TreesCode0
Sitatapatra: Blocking the Transfer of Adversarial Samples0
Large dimensional analysis of general margin based classification methods0
Fine-Grained Vehicle Classification with Unsupervised Parts Co-occurrence Learning0
Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion0
Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word EmbeddingsCode0
Driver Distraction Identification with an Ensemble of Convolutional Neural Networks0
Aggregated Pairwise Classification of Statistical Shapes0
Universal Rules for Fooling Deep Neural Networks based Text Classification0
Self-Attention Networks for Connectionist Temporal Classification in Speech RecognitionCode0
Striking the Right Balance with Uncertainty0
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problemsCode0
Use of First and Third Person Views for Deep Intersection Classification0
Transfer Learning for Image-Based Malware ClassificationCode0
Understanding the Impact of Label Granularity on CNN-based Image ClassificationCode0
Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image ClassificationCode0
Hybrid coarse-fine classification for head pose estimationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1Unverified
2RFAccuracy92.96Unverified
3CARTAccuracy92.82Unverified
4LDAAccuracy77.22Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified
2XBNETAccuracy100Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified