Machine-generated text detection on AcademicResearch Llama-3-70B-Instruct (test)
0.986AUCLearn-to-Distance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-DistanceEvaluation Protocol=Cross-fitting2026.01 | 0.986 | 0.598 | 29.8 | |
| ImBDEvaluation Protocol=Cross-fitting2026.01 | 0.98 | — | — | |
| FDGPTEvaluation Protocol=Cross-fitting2026.01 | 0.793 | — | — | |
| BinocularsEvaluation Protocol=Cross-fitting2026.01 | 0.786 | — | — | |
| RADAREvaluation Protocol=Cross-fitting2026.01 | 0.718 | — | — | |
| LikelihoodEvaluation Protocol=Cross-fitting2026.01 | 0.686 | — | — | |
| RAIDAREvaluation Protocol=Cross-fitting2026.01 | 0.634 | — | — | |
| BARTScoreEvaluation Protocol=Cross-fitting2026.01 | 0.625 | — | — | |
| LRREvaluation Protocol=Cross-fitting2026.01 | 0.597 | — | — | |
| RoBERTaEvaluation Protocol=Cross-fitting2026.01 | 0.528 | — | — | |
| IDEEvaluation Protocol=Cross-fitting2026.01 | 0.522 | — | — | |
| ADGPTEvaluation Protocol=Cross-fitting2026.01 | 0.514 | — | — |