SOTAVerified

Binary Classification

Papers

Showing 17511760 of 2574 papers

TitleStatusHype
Learning from Positive and Unlabeled Data by Identifying the Annotation Process0
Learning High-Order Interactions via Targeted Pattern Search0
Learning Invariants using Decision Trees0
Learning Joint Acoustic-Phonetic Word Embeddings0
Learning multiobjective rough terrain traversability0
Learning Multiple Tasks in Parallel with a Shared Annotator0
Learning One-hidden-layer Neural Networks on Gaussian Mixture Models with Guaranteed Generalizability0
Learning Optimal Classification Trees: Strong Max-Flow Formulations0
Learning Optimal Fair Scoring Systems for Multi-Class Classification0
Learning rates for classification with Gaussian kernels0
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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