SOTAVerified

Binary Classification

Papers

Showing 13411350 of 2574 papers

TitleStatusHype
Predicting Defects in Laser Powder Bed Fusion using in-situ Thermal Imaging Data and Machine Learning0
Forensic Analysis of Synthetically Generated Western Blot Images0
Counterfactual Explanations via Latent Space Projection and Interpolation0
Who will dropout from university? Academic risk prediction based on interpretable machine learning0
Seeking Sinhala Sentiment: Predicting Facebook Reactions of Sinhala Posts0
Is the use of Deep Learning and Artificial Intelligence an appropriate means to locate debris in the ocean without harming aquatic wildlife?0
Online Active Learning with Surrogate Loss Functions0
New PCA-based Category Encoder for Cybersecurity and Processing Data in IoT Devices0
The Geometry of Adversarial Training in Binary Classification0
On computable learning of continuous features0
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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