LLM-generated text detection on MELD-eval Gemini-3-Flash
99.7TPR@1%FPRMELD
Evaluation results
| Method | Links | |
|---|---|---|
| MELDEvaluation Protocol=zero-shot2026.05 | 99.7 | |
| ModernBERT-DetectEvaluation Protocol=zero-shot2026.05 | 93 | |
| RepreGuardEvaluation Protocol=zero-shot2026.05 | 27.2 | |
| Fast-DetectGPTEvaluation Protocol=zero-shot2026.05 | 19.8 | |
| Human-as-OutlierEvaluation Protocol=zero-shot2026.05 | 1.6 | |
| RADAREvaluation Protocol=zero-shot2026.05 | 1.4 | |
| RoBERTa-ChatGPTEvaluation Protocol=zero-shot2026.05 | 1.2 | |
| RoBERTa-Large (OpenAI)Evaluation Protocol=zero-shot2026.05 | 1.1 | |
| BinocularsEvaluation Protocol=zero-shot2026.05 | 0.6 | |
| GLTREvaluation Protocol=zero-shot2026.05 | 0.5 |