SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1551–1575 of 2574 papers

TitleStatusHype
A Fast Graph Kernel Based Classification Method for Wireless Link Scheduling on Riemannian Manifold—0
Alternative Microfoundations for Strategic Classification—0
Detection of Deepfake Videos Using Long Distance Attention—0
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation—0
A Turing Test for Transparency—0
Corruption Robust Active Learning—0
Neural network interpretability for forecasting of aggregated renewable generationCode0
RaScaNet: Learning Tiny Models by Raster-Scanning Images—0
Predicting Gender by First Name Using Character-level Machine LearningCode0
Automatic Main Character Recognition for Photographic Studies—0
Binary classification with corrupted labels—0
Probing Pre-Trained Language Models for Disease KnowledgeCode0
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit—0
Anomalous Sound Detection Using a Binary Classification Model and Class Centroids—0
Collaborative Multidisciplinary Design Optimization with Neural Networks—0
A comprehensive solution to retrieval-based chatbot construction—0
Classification algorithms applied to structure formation simulations—0
Synthesizing Adversarial Negative Responses for Robust Response Ranking and EvaluationCode0
Linear Classifiers Under Infinite Imbalance—0
Early-stopped neural networks are consistent—0
Automatic Sexism Detection with Multilingual Transformer Models—0
Probing transfer learning with a model of synthetic correlated datasets—0
Cyberbullying Detection Using Deep Neural Network from Social Media Comments in Bangla Language—0
Adaptive transfer learning—0
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization—0
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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