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Binary Classification

Papers

Showing 23612370 of 2574 papers

TitleStatusHype
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question AnsweringCode0
Stylometric Literariness Classification: the Case of Stephen KingCode0
Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification TasksCode0
Using Constraints to Discover Sparse and Alternative Subgroup DescriptionsCode0
FoodChem: A food-chemical relation extraction modelCode0
Training Binary Multilayer Neural Networks for Image Classification using Expectation BackpropagationCode0
Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary ClassificationCode0
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
Machine learning classification of non-Markovian noise disturbing quantum dynamicsCode0
Machine Learning-Based Approaches For Breast Cancer Detection in Microwave ImagingCode0
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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