SOTAVerified

Binary Classification

Papers

Showing 711720 of 2574 papers

TitleStatusHype
Hypergraph Echo State Network0
Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation0
COVID-19 detection using ViT transformer-based approach from Computed Tomography ImagesCode0
Relative intrinsic dimensionality is intrinsic to learning0
Federated Quantum Machine Learning with Differential Privacy0
Facial Forgery-based Deepfake Detection using Fine-Grained Features0
Binary Classification with Confidence Difference0
Post-hoc Bias Scoring Is Optimal For Fair ClassificationCode0
Robust-GBDT: GBDT with Nonconvex Loss for Tabular Classification in the Presence of Label Noise and Class ImbalanceCode1
Breaking Down Word Semantics from Pre-trained Language Models through Layer-wise Dimension Selection0
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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