SOTAVerified

Binary Classification

Papers

Showing 23012310 of 2574 papers

TitleStatusHype
Cluster-based Zero-shot learning for multivariate data0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings0
Cold-start Playlist Recommendation with Multitask Learning0
Collaborative Multidisciplinary Design Optimization with Neural Networks0
Collective Classification of Textual Documents by Guided Self-Organization in T-Cell Cross-Regulation Dynamics0
Combinatorial optimization for low bit-width neural networks0
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise0
Combining shape and contour features to improve tool wear monitoring in milling processes0
Can-SAVE: Mass Cancer Risk Prediction via Survival Analysis Variables and EHR0
Combining Varied Learners for Binary Classification using Stacked Generalization0
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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