SOTAVerified

Binary Classification

Papers

Showing 21012110 of 2574 papers

TitleStatusHype
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods0
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification0
Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study0
Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks0
Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data0
Assessing Upper Limb Motor Function in the Immediate Post-Stroke Perioud Using Accelerometry0
Assigning a Grade: Accurate Measurement of Road Quality Using Satellite Imagery0
A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning0
A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization0
A Streaming Algorithm for Crowdsourced Data Classification0
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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