SOTAVerified

Binary Classification

Papers

Showing 22212230 of 2574 papers

TitleStatusHype
On the Stability of a non-hyperbolic nonlinear map with non-bounded set of non-isolated fixed points with applications to Machine LearningCode0
BERT based Transformers lead the way in Extraction of Health Information from Social MediaCode0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation DisagreementCode0
Evaluating Algorithmic Bias in Models for Predicting Academic Performance of Filipino StudentsCode0
Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled LearningCode0
Evaluating Factual Consistency of Summaries with Large Language ModelsCode0
Vision-based Estimation of Fatigue and Engagement in Cognitive Training SessionsCode0
Evaluating Online and Offline Accuracy Traversal Algorithms for k-Complete Neural Network ArchitecturesCode0
A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News DetectionCode0
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Benchmark Results

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