SOTAVerified

Binary Classification

Papers

Showing 591600 of 2574 papers

TitleStatusHype
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification0
Accelerated Neural Network Training with Rooted Logistic Objectives0
Continuous Output Personality Detection Models via Mixed Strategy Training0
Comparing Quantum Encoding Techniques0
Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars0
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods0
A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking0
Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset0
Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables0
A Hybrid Approach for Binary Classification of Imbalanced Data0
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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