Detection of LLM-generated text on XSum Paraphrase 4o
0.8257Detection PerformanceSearchLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| SearchLLMSearch Support=true, Base Method=Longformer2026.01 | 0.8257 | |
| SearchLLMSearch Support=true, Base Method=RADAR2026.01 | 0.8194 | |
| SearchLLMSearch Support=true, Base Method=Binoculars2026.01 | 0.7387 | |
| RADARSearch Support=false2026.01 | 0.7069 | |
| SearchLLMSearch Support=true, Base Method=DetectGPT2026.01 | 0.6936 | |
| LongformerSearch Support=false2026.01 | 0.6749 | |
| BinocularsSearch Support=false2026.01 | 0.537 | |
| DetectGPTSearch Support=false2026.01 | 0.4424 |