SOTAVerified

Binary Classification

Papers

Showing 121130 of 2574 papers

TitleStatusHype
Compatible deep neural network framework with financial time series data, including data preprocessor, neural network model and trading strategyCode1
Smart App Attack: Hacking Deep Learning Models in Android AppsCode1
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence EmbeddingCode1
Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detectionCode1
Underwater single-channel acoustic signal multitarget recognition using convolutional neural networksCode1
Masked Discrimination for Self-Supervised Learning on Point CloudsCode1
Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary ClassificationCode1
Describing Differences between Text Distributions with Natural LanguageCode1
Explanatory Learning: Beyond Empiricism in Neural NetworksCode1
To SMOTE, or not to SMOTE?Code1
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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