LLM-generated text detection on MELD Overall (eval)
99.9TPR @ 1% FPRMELD
Evaluation Results
| Method | Links | |
|---|---|---|
| MELDEvaluation Protocol=zero-shot2026.05 | 99.9 | |
| ModernBERT-DetectEvaluation Protocol=zero-shot2026.05 | 95.5 | |
| RepreGuardEvaluation Protocol=zero-shot2026.05 | 34.2 | |
| Fast-DetectGPTEvaluation Protocol=zero-shot2026.05 | 17 | |
| Human-as-OutlierEvaluation Protocol=zero-shot2026.05 | 1.6 | |
| RoBERTa-Large (OpenAI)Evaluation Protocol=zero-shot2026.05 | 1.4 | |
| RADAREvaluation Protocol=zero-shot2026.05 | 1.3 | |
| GLTREvaluation Protocol=zero-shot2026.05 | 0.8 | |
| RoBERTa-ChatGPTEvaluation Protocol=zero-shot2026.05 | 0.8 | |
| BinocularsEvaluation Protocol=zero-shot2026.05 | 0.6 |