SOTAVerified

Binary Classification

Papers

Showing 22412250 of 2574 papers

TitleStatusHype
Binary Classification with Karmic, Threshold-Quasi-Concave Metrics0
Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks0
CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting0
Deep Learning Architecture for Complex Word Identification0
IronyMagnet at SemEval-2018 Task 3: A Siamese network for Irony detection in Social media0
\#NonDicevoSulSerio at SemEval-2018 Task 3: Exploiting Emojis and Affective Content for Irony Detection in English Tweets0
ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods0
Random Decision Syntax Trees at SemEval-2018 Task 3: LSTMs and Sentiment Scores for Irony Detection0
SemEval-2018 Task 9: Hypernym Discovery0
UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes?0
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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