SOTAVerified

Binary Classification

Papers

Showing 19111920 of 2574 papers

TitleStatusHype
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals0
Multi-Task Distribution Learning0
Multitask LSTM for Arboviral Outbreak Prediction Using Public Health Data0
Multi-task Self-Supervised Learning for Human Activity Detection0
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems0
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems0
Named Entity Sequence Classification0
Nanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics0
Evolution strategies: Application in hybrid quantum-classical neural networks0
Near-Tight Margin-Based Generalization Bounds for Support Vector Machines0
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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