SOTAVerified

Binary Classification

Papers

Showing 421430 of 2574 papers

TitleStatusHype
Continuous Output Personality Detection Models via Mixed Strategy Training0
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning0
Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics0
Pathological Regularization Regimes in Classification TasksCode0
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language FeedbackCode1
Movement-Prediction-Adjusted Naïve Forecast0
Is AI fun? HumorDB: a curated dataset and benchmark to investigate graphical humor0
Fine-Tuning BERTs for Definition Extraction from Mathematical Text0
Challenges in Binary Classification0
Skin Cancer Images Classification using Transfer Learning Techniques0
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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