SOTAVerified

Binary Classification

Papers

Showing 13811390 of 2574 papers

TitleStatusHype
1-D Convlutional Neural Networks for the Analysis of Pupil Size Variations in Scotopic Conditions0
Energy-based features and bi-LSTM neural network for EEG-based music and voice classification0
Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability0
Enforcing Label and Intensity Consistency for IR Target Detection0
Enhanced ECG Arrhythmia Detection Accuracy by Optimizing Divergence-Based Data Fusion0
Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning0
Enhancing binary classification: A new stacking method via leveraging computational geometry0
Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images0
Enhancing Edge Intelligence with Highly Discriminant LNT Features0
Enhancing GANs with Contrastive Learning-Based Multistage Progressive Finetuning SNN and RL-Based External Optimization0
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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