SOTAVerified

Binary Classification

Papers

Showing 371380 of 2574 papers

TitleStatusHype
Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs0
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks0
BERT-based Acronym Disambiguation with Multiple Training Strategies0
Automatic Detection and Classification of Corona Infection (COVID-19) from X-ray Images Using Convolution Neural Network0
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree0
Automatic Detection of Cyberbullying in Social Media Text0
Automatic detection of stance towards vaccination in online discussion forums0
Automatic Difficulty Classification of Arabic Sentences0
Automatic learning algorithm selection for classification via convolutional neural networks0
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks0
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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