LLM-generated text detection on XSum Revise 4o-mini short text
0.8052AUROCSearchLLM
Evaluation results
| Method | Links | |
|---|---|---|
| SearchLLMBase Detector=Binoculars2026.01 | 0.8052 | |
| SearchLLMBase Detector=RADAR2026.01 | 0.7998 | |
| SearchLLMBase Detector=Longformer2026.01 | 0.7378 | |
| SearchLLMBase Detector=DetectGPT2026.01 | 0.7218 | |
| BinocularsBase Detector=Binoculars2026.01 | 0.6009 | |
| RADARBase Detector=RADAR2026.01 | 0.5983 | |
| LongformerBase Detector=Longformer2026.01 | 0.4496 | |
| DetectGPTBase Detector=DetectGPT2026.01 | 0.4429 |