SOTAVerified

Binary Classification

Papers

Showing 17411750 of 2574 papers

TitleStatusHype
Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision0
Contrastive Video Representation Learning via Adversarial Perturbations0
Learning Discriminative Video Representations Using Adversarial Perturbations0
Learning Domain Invariant Representations for Child-Adult Classification from Speech0
Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework0
Learning from few examples: Classifying sex from retinal images via deep learning0
Learning from Imprecise and Fuzzy Observations: Data Disambiguation through Generalized Loss Minimization0
Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation0
Learning from Multiple Corrupted Sources, with Application to Learning from Label Proportions0
Learning from Natural Language Explanations for Generalizable Entity Matching0
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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