SOTAVerified

Binary Classification

Papers

Showing 23412350 of 2574 papers

TitleStatusHype
Ord2Seq: Regarding Ordinal Regression as Label Sequence PredictionCode0
Bug Destiny Prediction in Large Open-Source Software Repositories through Sentiment Analysis and BERT Topic ModelingCode0
Cross-Database Liveness Detection: Insights from Comparative Biometric AnalysisCode0
Strokes2Surface: Recovering Curve Networks From 4D Architectural Design SketchesCode0
Finding Optimal Diverse Feature Sets with Alternative Feature SelectionCode0
The Multimarginal Optimal Transport Formulation of Adversarial Multiclass ClassificationCode0
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPICode0
Finding Strong Lottery Ticket Networks with Genetic AlgorithmsCode0
Aggregating Layers for Deepfake DetectionCode0
Outage Performance and Novel Loss Function for an ML-Assisted Resource Allocation: An Exact Analytical FrameworkCode0
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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