SOTAVerified

Binary Classification

Papers

Showing 901910 of 2574 papers

TitleStatusHype
EFSG: Evolutionary Fooling Sentences Generator0
Diffusion Methods for Classification with Pairwise Relationships0
Benchmarking Language Models for Cyberbullying Identification and Classification from Social-media Texts0
DiffFake: Exposing Deepfakes using Differential Anomaly Detection0
Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms0
Elimination of All Bad Local Minima in Deep Learning0
Elvis vs. M. Jackson: Who has More Albums? Classification and Identification of Elements in Comparative Questions0
Differentially Private Nonparametric Regression Under a Growth Condition0
Emphasis on the Minimization of False Negatives or False Positives in Binary Classification0
An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework0
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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