Detection of LLM-generated text on XSum Paraphrase 4o-mini
86.21Detection PerformanceSearchLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| SearchLLMSearch Support=true, Base Method=RADAR2026.01 | 86.21 | |
| SearchLLMSearch Support=true, Base Method=Longformer2026.01 | 85.87 | |
| SearchLLMSearch Support=true, Base Method=Binoculars2026.01 | 77.01 | |
| RADARSearch Support=false2026.01 | 75.54 | |
| LongformerSearch Support=false2026.01 | 71.79 | |
| SearchLLMSearch Support=true, Base Method=DetectGPT2026.01 | 68.84 | |
| BinocularsSearch Support=false2026.01 | 55.76 | |
| DetectGPTSearch Support=false2026.01 | 40.14 |