SOTAVerified

Binary Classification

Papers

Showing 10811090 of 2574 papers

TitleStatusHype
Deep Networks Provably Classify Data on Curves0
Automatic learning algorithm selection for classification via convolutional neural networks0
Analysing Features Learned Using Unsupervised Models on Program Embeddings0
Adaptive Estimation and Learning under Temporal Distribution Shift0
Deep Networks and the Multiple Manifold Problem0
Deep multi-class learning from label proportions0
Automatic Difficulty Classification of Arabic Sentences0
Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring0
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts0
Automatic detection of stance towards vaccination in online discussion forums0
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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