SOTAVerified

Binary Classification

Papers

Showing 12611270 of 2574 papers

TitleStatusHype
ChOracle: A Unified Statistical Framework for Churn Prediction0
Implicit bias of deep linear networks in the large learning rate phase0
FH-TabNet: Multi-Class Familial Hypercholesterolemia Detection via a Multi-Stage Tabular Deep Learning0
Implicit Bias of Gradient Descent based Adversarial Training on Separable Data0
Implicit Hypersurface Approximation Capacity in Deep ReLU Networks0
Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition0
Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network0
Improve Cost Efficiency of Active Learning over Noisy Dataset0
Improved Algorithms for Agnostic Pool-based Active Classification0
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification0
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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