SOTAVerified

Binary Classification

Papers

Showing 531540 of 2574 papers

TitleStatusHype
On the rates of convergence for learning with convolutional neural networks0
A Novel Loss Function-based Support Vector Machine for Binary Classification0
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathologyCode0
Understanding the Ranking Loss for Recommendation with Sparse User FeedbackCode2
Biased Binary Attribute Classifiers Ignore the Majority ClassesCode0
Next day fire prediction via semantic segmentation0
Towards Unsupervised Question Answering System with Multi-level Summarization for Legal Text0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making0
FH-TabNet: Multi-Class Familial Hypercholesterolemia Detection via a Multi-Stage Tabular Deep Learning0
A comparative study on machine learning approaches for rock mass classification using drilling data0
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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