SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2301–2350 of 2574 papers

TitleStatusHype
Ensemble Models for Detecting Wikidata Vandalism with Stacking - Team Honeyberry Vandalism Detector at WSDM Cup 2017—0
Y-net: 3D intracranial artery segmentation using a convolutional autoencoder—0
Exponential convergence of testing error for stochastic gradient methods—0
Temporal Stability in Predictive Process MonitoringCode0
Named Entity Sequence Classification—0
A global feature extraction model for the effective computer aided diagnosis of mild cognitive impairment using structural MRI images—0
Adversarial Surrogate Losses for Ordinal Regression—0
On the importance of normative data in speech-based assessment—0
Entropy-difference based stereo error detection—0
Predicting Adolescent Suicide Attempts with Neural Networks—0
Large Neural Network Based Detection of Apnea, Bradycardia and Desaturation Events—0
Fast Meta-Learning for Adaptive Hierarchical Classifier DesignCode0
Automatic detection of stance towards vaccination in online discussion forums—0
Calibration of Machine Learning Classifiers for Probability of Default Modelling—0
Binary Classification from Positive-Confidence DataCode0
Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models—0
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural NetworksCode0
Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean—0
An Optimization Approach to Learning Falling Rule ListsCode0
Anatomical Pattern Analysis for decoding visual stimuli in human brains—0
FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for Classification—0
Fast semi-supervised discriminant analysis for binary classification of large data-sets—0
A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic DataCode0
Improving Sonar Image Patch Matching via Deep Learning—0
How Does Knowledge of the AUC Constrain the Set of Possible Ground-truth Labelings?—0
Boosting the kernelized shapelets: Theory and algorithms for local features—0
Linking Generative Adversarial Learning and Binary Classification—0
Deep Ordinal Ranking for Multi-Category Diagnosis of Alzheimer's Disease using Hippocampal MRI data—0
Multi-entity sentiment analysis using entity-level feature extraction and word embeddings approach—0
Ensembles of Classifiers for Cleaning Web Parallel Corpora and Translation Memories—0
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images—0
Multi-Class Optimal Margin Distribution Machine—0
Bayesian Optimization with Tree-structured Dependencies—0
Consistency Analysis for Binary Classification Revisited—0
Active Heteroscedastic Regression—0
SentiHeros at SemEval-2017 Task 5: An application of Sentiment Analysis on Financial Tweets—0
MLBench: How Good Are Machine Learning Clouds for Binary Classification Tasks on Structured Data?—0
A Robust Multi-Batch L-BFGS Method for Machine Learning—0
Influence of Resampling on Accuracy of Imbalanced Classification—0
Underwater object classification using scattering transform of sonar signals—0
Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits—0
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts—0
Preference-based performance measures for Time-Domain Global Similarity method—0
Penalizing Unfairness in Binary ClassificationCode0
Vision-based Detection of Acoustic Timed Events: a Case Study on Clarinet Note Onsets—0
Feature uncertainty bounding schemes for large robust nonlinear SVM classifiers—0
High-dimensional classification by sparse logistic regressionCode0
Ensembles of phalanxes across assessment metrics for robust ranking of homologous proteins—0
Crowdsourcing with Sparsely Interacting Workers—0
Multi-class probabilistic classification using inductive and cross Venn-Abers predictorsCode1
Show:102550
← PrevPage 47 of 52Next →
All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified