SOTAVerified

Binary Classification

Papers

Showing 20012010 of 2574 papers

TitleStatusHype
A Methodology for Player Modeling based on Machine Learning0
A Minimax Probability Machine for Non-Decomposable Performance Measures0
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification0
A Model-free Closeness-of-influence Test for Features in Supervised Learning0
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account0
A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances0
A More Biologically Plausible Local Learning Rule for ANNs0
Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection0
A Multi-Modal Explainability Approach for Human-Aware Robots in Multi-Party Conversation0
A Multi-task Approach to Predict Likability of Books0
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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