SOTAVerified

Binary Classification

Papers

Showing 701710 of 2574 papers

TitleStatusHype
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification0
Data Augmentation Using Adversarial Training for Construction-Equipment Classification0
Deep Learning Based Face Recognition Method using Siamese Network0
Data-centric AI approach to improve optic nerve head segmentation and localization in OCT en face images0
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels0
Data-driven optimal stopping: A pure exploration analysis0
Data-driven prediction and control of extreme events in a chaotic flow0
Data Expansion Using WordNet-based Semantic Expansion and Word Disambiguation for Cyberbullying Detection0
Common Mode Patterns for Supervised Tensor Subspace Learning0
A Self-Supervised Transformer for Unusable Shared Bike Detection0
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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