SOTAVerified

Binary Classification

Papers

Showing 18911900 of 2574 papers

TitleStatusHype
Abnormal Road Surface Detection Using Wheel Sensor Data0
A Boosting Algorithm for Positive-Unlabeled Learning0
AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning0
Accelerated Neural Network Training with Rooted Logistic Objectives0
Accelerating Stochastic Gradient Descent Using Antithetic Sampling0
Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification0
Accurate and Data-Efficient Micro-XRD Phase Identification Using Multi-Task Learning: Application to Hydrothermal Fluids0
Accurate and Reliable Methods for 5G UAV Jamming Identification With Calibrated Uncertainty0
Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks0
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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