SOTAVerified

Binary Classification

Papers

Showing 10511060 of 2574 papers

TitleStatusHype
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields0
Des-q: a quantum algorithm to provably speedup retraining of decision trees0
Design of Data-Driven Mathematical Laws for Optimal Statistical Classification Systems0
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning0
Analysis of the Effect of Unexpected Outliers in the Classification of Spectroscopy Data0
Depression and Anxiety Prediction Using Deep Language Models and Transfer Learning0
Analysis of human visual field information using machine learning methods and assessment of their accuracy0
Dens-PU: PU Learning with Density-Based Positive Labeled Augmentation0
Degrees of individual and groupwise backward and forward responsibility in extensive-form games with ambiguity, and their application to social choice problems0
Autoregressive Generative Adversarial 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