SOTAVerified

Binary Classification

Papers

Showing 18511860 of 2574 papers

TitleStatusHype
Practical Perspectives on Quality Estimation for Machine Translation0
Learning representations for binary-classification without backpropagationCode0
Implicit Bias of Gradient Descent based Adversarial Training on Separable Data0
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth0
Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation0
Automated Discovery of Mathematical Definitions in Text0
Implementation of Supervised Training Approaches for Monolingual Word Sense Alignment: ACDH-CH System Description for the MWSA Shared Task at GlobaLex 20200
CompLex --- A New Corpus for Lexical Complexity Prediction from Likert Scale Data0
Scmhl5 at TRAC-2 Shared Task on Aggression Identification: Bert Based Ensemble Learning Approach0
Disambiguating Confusion Sets as an Aid for Dyslexic Spelling0
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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