SOTAVerified

Binary Classification

Papers

Showing 251260 of 2574 papers

TitleStatusHype
A Novel Feature Space Augmentation Method to Improve Classification Performance and Evaluation ReliabilityCode0
Evaluating Factual Consistency of Summaries with Large Language ModelsCode0
Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay PredictionCode0
Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear DetectionCode0
Detecting Decision Ambiguity from Facial ImagesCode0
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
A CNN adapted to time series for the classification of SupernovaeCode0
Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-TaskingCode0
Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingCode0
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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