SOTAVerified

Binary Classification

Papers

Showing 21412150 of 2574 papers

TitleStatusHype
Cost Sensitive Learning in the Presence of Symmetric Label Noise0
Event detection in Twitter: A keyword volume approachCode0
Instance-Based Classification through Hypothesis Testing0
Elimination of All Bad Local Minima in Deep Learning0
A CNN adapted to time series for the classification of SupernovaeCode0
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
Deep Transfer Learning for Static Malware ClassificationCode0
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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