SOTAVerified

Binary Classification

Papers

Showing 5160 of 2574 papers

TitleStatusHype
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC0
Super-fast rates of convergence for Neural Networks Classifiers under the Hard Margin Condition0
Incomplete In-context Learning0
The Distracting Effect: Understanding Irrelevant Passages in RAG0
Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification0
COMRECGC: Global Graph Counterfactual Explainer through Common RecourseCode0
Active Learning for Multi-class Image Classification0
MarkMatch: Same-Hand Stuffing Detection0
Voice biomarkers of perinatal depression: cross-sectional nationwide pilot study report0
In-Context Learning for Label-Efficient Cancer Image Classification in Oncology0
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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