SOTAVerified

Binary Classification

Papers

Showing 12911300 of 2574 papers

TitleStatusHype
Binary Classification for High Dimensional Data using Supervised Non-Parametric Ensemble Method0
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes0
Multi-class granular approximation by means of disjoint and adjacent fuzzy granules0
Improving the repeatability of deep learning models with Monte Carlo dropoutCode0
Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization0
Loss-guided Stability Selection0
Monotone Learning0
RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim VerificationCode0
Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer InterfacesCode0
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks0
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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