SOTAVerified

Binary Classification

Papers

Showing 15611570 of 2574 papers

TitleStatusHype
BERT based Transformers lead the way in Extraction of Health Information from Social MediaCode0
Conclusive Local Interpretation Rules for Random ForestsCode0
Sentiment-based Candidate Selection for NMTCode0
Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model0
Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives0
Nanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics0
Three-class Overlapped Speech Detection using a Convolutional Recurrent Neural Network0
Concentration bounds for the empirical angular measure with statistical learning applicationsCode0
Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification0
Robust Adversarial Classification via Abstaining0
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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