SOTAVerified

Binary Classification

Papers

Showing 110 of 2574 papers

TitleStatusHype
An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework0
DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios0
Inverse Scene Text RemovalCode0
Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning0
Private Model Personalization Revisited0
Exploring Strategies for Personalized Radiation Therapy Part I Unlocking Response-Related Tumor Subregions with Class Activation Mapping0
I Know Which LLM Wrote Your Code Last Summer: LLM generated Code Stylometry for Authorship Attribution0
Detecting immune cells with label-free two-photon autofluorescence and deep learning0
Universal Rates of ERM for Agnostic Learning0
LLM-Powered Intent-Based Categorization of Phishing Emails0
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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