SOTAVerified

Binary Classification

Papers

Showing 13811390 of 2574 papers

TitleStatusHype
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks0
Iterative Rule Extension for Logic Analysis of Data: an MILP-based heuristic to derive interpretable binary classification from large datasets0
ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease0
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff0
Medical Knowledge-Guided Deep Curriculum Learning for Elbow Fracture Diagnosis from X-Ray Images0
Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC0
Eigenbehaviour as an Indicator of Cognitive Abilities0
Accelerating Genetic Programming using GPUsCode0
Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask PredictionCode1
Universally Rank Consistent Ordinal Regression in Neural NetworksCode1
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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