SOTAVerified

Binary Classification

Papers

Showing 19511960 of 2574 papers

TitleStatusHype
Non-Verbal Communication Analysis in Victim-Offender Mediations0
Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems0
Novel Approach to Intrusion Detection: Introducing GAN-MSCNN-BILSTM with LIME Predictions0
NP-TCMtarget: a network pharmacology platform for exploring mechanisms of action of Traditional Chinese medicine0
OASIS: An Active Framework for Set Inversion0
Obfuscated Memory Malware Detection0
Obtaining Explainable Classification Models using Distributionally Robust Optimization0
OCTAL: Graph Representation Learning for LTL Model Checking0
OCTAL: Graph Representation Learning for LTL Model Checking0
ODTE -- An ensemble of multi-class SVM-based oblique decision trees0
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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