LLM-generated text detection on RAID Wikipedia Paraphrased GPT-4o-mini
0.9073ROC AUCSearchLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| SearchLLMBase Detector=Longformer, Integration=SearchLLM Integration2026.01 | 0.9073 | |
| SearchLLMBase Detector=Binoculars, Integration=SearchLLM Integration2026.01 | 0.907 | |
| SearchLLMBase Detector=RADAR, Integration=SearchLLM Integration2026.01 | 0.9062 | |
| SearchLLMBase Detector=DetectGPT, Integration=SearchLLM Integration2026.01 | 0.8876 | |
| LongformerIntegration=Base Detector2026.01 | 0.6552 | |
| RADARIntegration=Base Detector2026.01 | 0.6543 | |
| BinocularsIntegration=Base Detector2026.01 | 0.6388 | |
| DetectGPTIntegration=Base Detector2026.01 | 0.6073 |