SOTAVerified

Binary Classification

Papers

Showing 19912000 of 2574 papers

TitleStatusHype
Gaussian Conditional Random Fields for Classification0
Learning with Protection: Rejection of Suspicious Samples under Adversarial Environment0
Certified Robustness to Adversarial Label-Flipping Attacks via Randomized Smoothing0
Single Class Universum-SVM0
Discovering Differential Features: Adversarial Learning for Information Credibility Evaluation0
ChOracle: A Unified Statistical Framework for Churn Prediction0
A Note on Posterior Probability Estimation for Classifiers0
Aggregated Hold-Out0
Parallel Sentence Retrieval From Comparable Corpora for Biomedical Text Simplification0
A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information0
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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