Detection of LLM-generated text on XSum Revise 4o-mini
87.59Detection PerformanceSearchLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| SearchLLMSearch Support=true, Base Method=RADAR2026.01 | 87.59 | |
| SearchLLMSearch Support=true, Base Method=Longformer2026.01 | 86.52 | |
| SearchLLMSearch Support=true, Base Method=Binoculars2026.01 | 80.63 | |
| RADARSearch Support=false2026.01 | 77.28 | |
| LongformerSearch Support=false2026.01 | 73.6 | |
| SearchLLMSearch Support=true, Base Method=DetectGPT2026.01 | 70.16 | |
| BinocularsSearch Support=false2026.01 | 61.12 | |
| DetectGPTSearch Support=false2026.01 | 42.62 |