SOTAVerified

Binary Classification

Papers

Showing 17011710 of 2574 papers

TitleStatusHype
The Utility of Abstaining in Binary Classification0
Three-class Overlapped Speech Detection using a Convolutional Recurrent Neural Network0
Three-way Imbalanced Learning based on Fuzzy Twin SVM0
Tighter Bounds for Structured Estimation0
TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection0
Tile Classification Based Viewport Prediction with Multi-modal Fusion Transformer0
Time-optimal neural feedback control of nilpotent systems as a binary classification problem0
Time-Series Forecasting: Unleashing Long-Term Dependencies with Fractionally Differenced Data0
TNANet: A Temporal-Noise-Aware Neural Network for Suicidal Ideation Prediction with Noisy Physiological Data0
Topological Expressivity of ReLU Neural Networks0
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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