Binary Classification (Assistive vs Creative) on CNN DailyMail
99AUCRole-Aware AI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Role-Aware AIGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.05 | 99 | 97 | |
| LogLikelihoodGenerator Model=GPT-2, Generator Parameters=124 million2026.05 | 86 | 79 | |
| Role-Aware AIGenerator Model=GPT-2, Generator Parameters=124 million2026.05 | 86 | 85 | |
| RoBERTaGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.05 | 78 | 73 | |
| LogLikelihoodGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.05 | 64 | 62 | |
| CurvatureGenerator Model=GPT-2, Generator Parameters=124 million2026.05 | 60 | 57 | |
| EntropyGenerator Model=GPT-2, Generator Parameters=124 million2026.05 | 53 | 53 | |
| EntropyGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.05 | 51 | 56 | |
| RoBERTaGenerator Model=GPT-2, Generator Parameters=124 million2026.05 | 50 | 51 | |
| CurvatureGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.05 | 39 | 52 | |
| LogRankGenerator Model=LLaMA-3-Instruct, Generator Parameters=3 billion2026.05 | 35 | 53 | |
| LogRankGenerator Model=GPT-2, Generator Parameters=124 million2026.05 | 15 | 51 |