DetectRL
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| LLM-generated text detection | DetectRL Out-of-Domain Multi-Topic 1.0 (test) | Average Detection Score91.1 | 18 | |
| LLM-generated text detection | DetectRL Out-of-Domain Multi-LLM 1.0 (test) | Average Performance Score90.6 | 16 | |
| Machine-generated text detection | DetectRL Multi-LLM (in-domain) | Score (GPT-3.5)99.7 | 14 | |
| Machine-generated text detection | DetectRL Multi-Topic (in-domain) | arXiv Score1 | 14 | |
| AI-generated text detection | DetectRL Multi-Domain | AUROC91.51 | 13 | |
| AI-generated text detection | DetectRL Multi-LLM | AUROC90.67 | 13 | |
| Machine-generated text detection | DetectRL Training Text: Llama-2-70b (test) | Detection Score (Llama-2-70b)90.2 | 12 | |
| Machine-Generated Text Detection | DetectRL (test) | Detection Score (Llama-2-70b)50.56 | 12 | |
| Machine-Generated Text Detection | DetectRL Google-PaLM (train) | TPR@FPR-1% (Llama-2-70b)50.58 | 12 | |
| Machine-Generated Text Detection | DetectRL Training Text: ChatGPT | TPR@FPR-1% (Llama-2-70b)50.66 | 12 | |
| Machine-generated text detection | DetectRL Google-PaLM | AUROC77.8 | 6 | |
| Machine-generated text detection | DetectRL Llama-2-70b | AUROC0.8122 | 6 |
Showing 12 of 12 rows