SOTAVerified

Binary Classification

Papers

Showing 21012110 of 2574 papers

TitleStatusHype
Biased Binary Attribute Classifiers Ignore the Majority ClassesCode0
Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline MethodologyCode0
Similarity or deeper understanding? Analyzing the TED-Q dataset of evoked questionsCode0
Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer InterfacesCode0
Discriminative Active LearningCode0
Active Learning via Classifier Impact and Greedy Selection for Interactive Image RetrievalCode0
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease PredictionCode0
Distance-based mutual congestion feature selection with genetic algorithm for high-dimensional medical datasetsCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
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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