SOTAVerified

Binary Classification

Papers

Showing 11311140 of 2574 papers

TitleStatusHype
Gaussian Conditional Random Fields for Classification0
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study0
Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification0
General Framework for Binary Classification on Top Samples0
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images0
Can depth-adaptive BERT perform better on binary classification tasks0
Generalization for multiclass classification with overparameterized linear models0
Class Activation Map-based Weakly supervised Hemorrhage Segmentation using Resnet-LSTM in Non-Contrast Computed Tomography images0
Generalization Properties of Adversarial Training for _0-Bounded Adversarial Attacks0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis0
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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