SOTAVerified

Binary Classification

Papers

Showing 981990 of 2574 papers

TitleStatusHype
Deep Learning for scalp High Frequency Oscillations Identification0
A Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer)0
An Analysis of Loss Functions for Binary Classification and Regression0
Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers0
Large Deviations for Classification Performance Analysis of Machine Learning Systems0
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting0
The Optimal Input-Independent Baseline for Binary Classification: The Dutch Draw0
Reduced Deep Convolutional Activation Features (R-DeCAF) in Histopathology Images to Improve the Classification Performance for Breast Cancer Diagnosis0
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPICode0
Machine Fault Classification using Hamiltonian 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