LLM-generated text detection on RAID Wikipedia Paraphrased GPT-4.1
0.9173ROC AUCSearchLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| SearchLLMBase Detector=Longformer, Integration=SearchLLM Integration2026.01 | 0.9173 | |
| SearchLLMBase Detector=RADAR, Integration=SearchLLM Integration2026.01 | 0.9107 | |
| SearchLLMBase Detector=Binoculars, Integration=SearchLLM Integration2026.01 | 0.9064 | |
| SearchLLMBase Detector=DetectGPT, Integration=SearchLLM Integration2026.01 | 0.8817 | |
| LongformerIntegration=Base Detector2026.01 | 0.6805 | |
| RADARIntegration=Base Detector2026.01 | 0.6436 | |
| BinocularsIntegration=Base Detector2026.01 | 0.6127 | |
| DetectGPTIntegration=Base Detector2026.01 | 0.5572 |