SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 14351–14400 of 14581 papers

TitleStatusHype
Audio Caption: Listen and TellCode0
Danish Stance Classification and Rumour ResolutionCode0
DAP: Detection-Aware Pre-training with Weak SupervisionCode0
Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text ClassificationCode0
A Novel Online Stacked Ensemble for Multi-Label Stream ClassificationCode0
Efficient Policy Learning from Surrogate-Loss Classification ReductionsCode0
A Two-Level Classification Approach for Detecting Clickbait Posts using Text-Based FeaturesCode0
Fine-grained domain classification of text using TERMIUM PlusCode0
Efficient Primal-Dual Algorithms for Large-Scale Multiclass ClassificationCode0
Language Representation Models for Fine-Grained Sentiment ClassificationCode0
Fine-Grained Emotion Classification of Chinese Microblogs Based on Graph Convolution NetworksCode0
Efficient Representation Learning Using Random Walks for Dynamic GraphsCode0
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label EmbeddingsCode0
Fine-grained Entity Typing through Increased Discourse Context and Adaptive Classification ThresholdsCode0
Efficient Sentence Embedding using Discrete Cosine TransformCode0
Imbalanced multi-label classification using multi-task learning with extractive summarizationCode0
Efficient Sparse Subspace Clustering by Nearest Neighbour FilteringCode0
A Tunable Loss Function for Robust Classification: Calibration, Landscape, and GeneralizationCode0
Data Augmentation for Skin Lesion AnalysisCode0
Efficient statistical classification of satellite measurementsCode0
Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural NetworksCode0
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image ClassificationCode0
Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error StatesCode0
Imbalance Learning for Variable Star ClassificationCode0
AttPool: Towards Hierarchical Feature Representation in Graph Convolutional Networks via Attention MechanismCode0
All-but-the-Top: Simple and Effective Postprocessing for Word RepresentationsCode0
Data augmentation using synthetic data for time series classification with deep residual networksCode0
Efficient SVDD Sampling with Approximation Guarantees for the Decision BoundaryCode0
HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object ClassificationCode0
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoostCode0
Integral Object Mining via Online Attention AccumulationCode0
A little goes a long way: Improving toxic language classification despite data scarcityCode0
Learning Bag-of-Features Pooling for Deep Convolutional Neural NetworksCode0
Efficient Video Classification Using Fewer FramesCode0
Data Distillation for Text ClassificationCode0
Data-driven Advice for Applying Machine Learning to Bioinformatics ProblemsCode0
Efficient Wrapper Feature Selection using Autoencoder and Model Based EliminationCode0
Data-driven Meta-set Based Fine-Grained Visual ClassificationCode0
eGAN: Unsupervised approach to class imbalance using transfer learningCode0
A Discriminatively Learned CNN Embedding for Person Re-identificationCode0
A Novel Multiple Classifier Generation and Combination Framework Based on Fuzzy Clustering and Individualized Ensemble ConstructionCode0
ImpactCite: An XLNet-based method for Citation Impact AnalysisCode0
Data-Efficient Classification of Birdcall Through Convolutional Neural Networks Transfer LearningCode0
Data-Efficient Classification of Radio GalaxiesCode0
Data-Efficient Image Recognition with Contrastive Predictive CodingCode0
A Comparative Study on Efficiencies of Variants of Convolutional Neural Networks based on Image Classification TaskCode0
CEDR: Contextualized Embeddings for Document RankingCode0
Large-Margin Classification in Hyperbolic SpaceCode0
Fine-grained Sentiment Classification using BERTCode0
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and TabletsCode0
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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