SOTAVerified

Binary Classification

Papers

Showing 20312040 of 2574 papers

TitleStatusHype
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC0
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate0
An Energy-Based Framework for Arbitrary Label Noise Correction0
An ensemble learning framework based on group decision making0
An Entropic Metric for Measuring Calibration of Machine Learning Models0
A new analytical approach to consistency and overfitting in regularized empirical risk minimization0
A New Approach in Persian Handwritten Letters Recognition Using Error Correcting Output Coding0
A New Interpretable Neural Network-Based Rule Model for Healthcare Decision Making0
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning0
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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