SOTAVerified

Binary Classification

Papers

Showing 16611670 of 2574 papers

TitleStatusHype
Increasing NWP Thunderstorm Predictability Using Ensemble Data and Machine Learning0
Individualised Counterfactual Examples Using Conformal Prediction Intervals0
IndoToxic2024: A Demographically-Enriched Dataset of Hate Speech and Toxicity Types for Indonesian Language0
Inducing Gaussian Process Networks0
Inductive Bias of Gradient Descent based Adversarial Training on Separable Data0
Infinite Curriculum Learning for Efficiently Detecting Gastric Ulcers in WCE Images0
Influence of Resampling on Accuracy of Imbalanced Classification0
Information-theoretic lower bounds for distributed statistical estimation with communication constraints0
Information Theoretic Lower Bounds for Feed-Forward Fully-Connected Deep Networks0
Information Threshold, Bayesian Inference and Decision-Making0
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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