SOTAVerified

Binary Classification

Papers

Showing 21312140 of 2574 papers

TitleStatusHype
Deep-learning-based identification of odontogenic keratocysts in hematoxylin- and eosin-stained jaw cyst specimens0
Cost Sensitive Learning in the Presence of Symmetric Label Noise0
Event detection in Twitter: A keyword volume approachCode0
Instance-Based Classification through Hypothesis Testing0
A CNN adapted to time series for the classification of SupernovaeCode0
Elimination of All Bad Local Minima in Deep Learning0
Unary and Binary Classification Approaches and their Implications for Authorship Verification0
Class-Aware Adversarial Lung Nodule Synthesis in CT Images0
GaussianProcesses.jl: A Nonparametric Bayes package for the Julia LanguageCode0
Efficient logic architecture in training gradient boosting decision tree for high-performance and edge computing0
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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