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ResearchFormerly WizWand

Binary Classification (Human vs Assistive) on CNN/DailyMail

0.99AUCRoBERTa
0.1060.33550.5650.7945May 1, 2026
Updated 6mo ago

Evaluation results

MethodLinks
RoBERTaGenerator Model=GPT-2, Generator Parameters=124 million2026.050.9996
Role-Aware AIGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.050.9994
Role-Aware AIGenerator Model=GPT-2, Generator Parameters=124 million2026.050.9695
LogLikelihoodGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.050.8577
LogRankGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.050.8476
EntropyGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.050.7567
RoBERTaGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.050.7171
LogRankGenerator Model=GPT-2, Generator Parameters=124 million2026.050.6761
CurvatureGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.050.6362
EntropyGenerator Model=GPT-2, Generator Parameters=124 million2026.050.4151
CurvatureGenerator Model=GPT-2, Generator Parameters=124 million2026.050.3950
LogLikelihoodGenerator Model=GPT-2, Generator Parameters=124 million2026.050.1451