SOTAVerified

Binary Classification

Papers

Showing 22512260 of 2574 papers

TitleStatusHype
RNN for Affects at SemEval-2018 Task 1: Formulating Affect Identification as a Binary Classification Problem0
Syntactically Aware Neural Architectures for Definition Extraction0
SemEval-2018 Task 3: Irony Detection in English Tweets0
The Dynamics of Learning: A Random Matrix Approach0
Adversarial examples from computational constraints0
Fake Sentence Detection as a Training Task for Sentence Encoding0
Adding One Neuron Can Eliminate All Bad Local Minima0
Minimax Lower Bounds for Cost Sensitive Classification0
Detecting Decision Ambiguity from Facial ImagesCode0
Training Classifiers with Natural Language ExplanationsCode1
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