Detection of LLM-generated text on MAGE Topic-based 3.5-turbo
100Detection AccuracySearchLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| SearchLLMSearch Support=true, Base Method=Longformer2026.01 | 100 | |
| LongformerSearch Support=false2026.01 | 99.98 | |
| SearchLLMSearch Support=true, Base Method=Binoculars2026.01 | 99.61 | |
| BinocularsSearch Support=false2026.01 | 99.4 | |
| SearchLLMSearch Support=true, Base Method=DetectGPT2026.01 | 96.39 | |
| DetectGPTSearch Support=false2026.01 | 95.05 | |
| SearchLLMSearch Support=true, Base Method=RADAR2026.01 | 86.54 | |
| RADARSearch Support=false2026.01 | 79.92 |