SOTAVerified

Binary Classification

Papers

Showing 24312440 of 2574 papers

TitleStatusHype
Consistent algorithms for multi-label classification with macro-at-k metricsCode0
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated ImagesCode0
Medical artificial intelligence toolbox (MAIT): an explainable machine learning framework for binary classification, survival modelling, and regression analysesCode0
Supporting supervised learning in fungal Biosynthetic Gene Cluster discovery: new benchmark datasetsCode0
Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial DetectionCode0
Adapting multi-armed bandits policies to contextual bandits scenariosCode0
Penalizing Unfairness in Binary ClassificationCode0
Graph-based Clustering for Detecting Semantic Change Across Time and LanguagesCode0
Blackbox Post-Processing for Multiclass FairnessCode0
A Scalable Quantum Non-local Neural Network for Image ClassificationCode0
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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