SOTAVerified

Binary Classification

Papers

Showing 22512260 of 2574 papers

TitleStatusHype
Syntactically Aware Neural Architectures for Definition Extraction0
Random Decision Syntax Trees at SemEval-2018 Task 3: LSTMs and Sentiment Scores for Irony Detection0
Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks0
SemEval-2018 Task 3: Irony Detection in English Tweets0
ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods0
RNN for Affects at SemEval-2018 Task 1: Formulating Affect Identification as a Binary Classification Problem0
\#NonDicevoSulSerio at SemEval-2018 Task 3: Exploiting Emojis and Affective Content for Irony Detection in English Tweets0
IronyMagnet at SemEval-2018 Task 3: A Siamese network for Irony detection in Social media0
Deep Learning Architecture for Complex Word Identification0
CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting0
Show:102550
← PrevPage 226 of 258Next →

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