SOTAVerified

Binary Classification

Papers

Showing 20912100 of 2574 papers

TitleStatusHype
A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns0
Adaptive surrogate models for parametric studies0
Hadamard Matrix Guided Online HashingCode0
Decision Making with Machine Learning and ROC Curves0
Matrix Product State Based Quantum Classifier0
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical Applications0
Cross-Entropy Loss Leads To Poor Margins0
An ADMM Based Framework for AutoML Pipeline Configuration0
Encoding Categorical Variables with Conjugate Bayesian Models for WeWork Lead Scoring Engine0
Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees0
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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