Detection of LLM generated text on MAGE News
0.6577ROC AUC @ FPR=1%SearchLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| SearchLLMBase Detector=Binoculars, Generation Strategy=Topic-based 3.5-turbo, Regeneration Strategy=Paraphrase 4o-mini2026.01 | 0.6577 | |
| BinocularsGeneration Strategy=Topic-based 3.5-turbo, Regeneration Strategy=Paraphrase 4o-mini2026.01 | 0.6488 | |
| LongformerGeneration Strategy=Topic-based 3.5-turbo, Regeneration Strategy=Paraphrase 4o-mini2026.01 | 0 | |
| SearchLLMBase Detector=Longformer, Generation Strategy=Topic-based 3.5-turbo, Regeneration Strategy=Paraphrase 4o-mini2026.01 | 0 | |
| RADARGeneration Strategy=Topic-based 3.5-turbo, Regeneration Strategy=Paraphrase 4o-mini2026.01 | 0 | |
| SearchLLMBase Detector=RADAR, Generation Strategy=Topic-based 3.5-turbo, Regeneration Strategy=Paraphrase 4o-mini2026.01 | 0 | |
| DetectGPTGeneration Strategy=Topic-based 3.5-turbo, Regeneration Strategy=Paraphrase 4o-mini2026.01 | 0 | |
| SearchLLMBase Detector=DetectGPT, Generation Strategy=Topic-based 3.5-turbo, Regeneration Strategy=Paraphrase 4o-mini2026.01 | 0 |