LLM-generated text detection on MAGE QA short text (<= 30 words)
0.9747AUROCSearchLLM
Evaluation Results
| Method | Links | |
|---|---|---|
| SearchLLMBase Detector=Binoculars2026.01 | 0.9747 | |
| SearchLLMBase Detector=Longformer2026.01 | 0.9607 | |
| BinocularsBase Detector=Binoculars2026.01 | 0.957 | |
| LongformerBase Detector=Longformer2026.01 | 0.9345 | |
| SearchLLMBase Detector=DetectGPT2026.01 | 0.8915 | |
| DetectGPTBase Detector=DetectGPT2026.01 | 0.8204 | |
| SearchLLMBase Detector=RADAR2026.01 | 0.695 | |
| RADARBase Detector=RADAR2026.01 | 0.5624 |