SOTAVerified

Binary Classification

Papers

Showing 20012010 of 2574 papers

TitleStatusHype
A topic-based sentence representation for extractive text summarization0
Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks0
Analysis and classification of heart diseases using heartbeat features and machine learning algorithms0
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture0
EPP: interpretable score of model predictive powerCode0
Pareto-optimal data compression for binary classification tasksCode0
Quadratic Surface Support Vector Machine with L1 Norm Regularization0
FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans0
The Partial Response Network: a neural network nomogram0
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods0
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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