SOTAVerified

Binary Classification

Papers

Showing 22012210 of 2574 papers

TitleStatusHype
Infinite Curriculum Learning for Efficiently Detecting Gastric Ulcers in WCE Images0
Information-Theoretic Active Learning for Content-Based Image RetrievalCode0
Parity Queries for Binary Classification0
Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network0
Learning Discriminative Video Representations Using Adversarial Perturbations0
Hierarchical CVAE for Fine-Grained Hate Speech Classification0
Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop SchedulingCode0
A Characterwise Windowed Approach to Hebrew Morphological SegmentationCode0
A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models0
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization0
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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