SOTAVerified

Binary Classification

Papers

Showing 631640 of 2574 papers

TitleStatusHype
Comparative judgments are more consistent than binary classification for labelling word complexity0
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset0
A Hierarchical Approach to Neural Context-Aware Modeling0
Constructing a Corpus of Japanese Predicate Phrases for Synonym/Antonym Relations0
Comparative Analysis of Resource-Efficient CNN Architectures for Brain Tumor Classification0
Content Rating Classification for Fan Fiction0
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images0
ConTFV: A Contrastive Learning Framework for Table-based Fact Verification0
Comparative Analysis of Image, Video, and Audio Classifiers for Automated News Video Segmentation0
Data classification by quantum radial basis function networks0
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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