SOTAVerified

Binary Classification

Papers

Showing 16211630 of 2574 papers

TitleStatusHype
Support Vector Machine Classifier via L_0/1 Soft-Margin Loss0
Support Vector Machines with a Reject Option0
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms0
Surrogate regret bounds for generalized classification performance metrics0
Survey & Experiment: Towards the Learning Accuracy0
SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis0
Symmetric and antisymmetric properties of solutions to kernel-based machine learning problems0
Symmetric Perception and Ordinal Regression for Detecting Scoliosis Natural Image0
Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification0
Syntactically Aware Neural Architectures for Definition Extraction0
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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