Machine-generated text detection on NewsArticle Llama-3-70B-Instruct (test)
0.994AUCLearn-to-Distance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-DistanceEvaluation Protocol=Cross-fitting2026.01 | 0.994 | 2.118 | 78.9 | |
| ImBDEvaluation Protocol=Cross-fitting2026.01 | 0.973 | — | — | |
| RADAREvaluation Protocol=Cross-fitting2026.01 | 0.857 | — | — | |
| FDGPTEvaluation Protocol=Cross-fitting2026.01 | 0.839 | — | — | |
| BinocularsEvaluation Protocol=Cross-fitting2026.01 | 0.826 | — | — | |
| LikelihoodEvaluation Protocol=Cross-fitting2026.01 | 0.688 | — | — | |
| BARTScoreEvaluation Protocol=Cross-fitting2026.01 | 0.652 | — | — | |
| RoBERTaEvaluation Protocol=Cross-fitting2026.01 | 0.643 | — | — | |
| ADGPTEvaluation Protocol=Cross-fitting2026.01 | 0.631 | — | — | |
| RAIDAREvaluation Protocol=Cross-fitting2026.01 | 0.629 | — | — | |
| LRREvaluation Protocol=Cross-fitting2026.01 | 0.583 | — | — | |
| IDEEvaluation Protocol=Cross-fitting2026.01 | 0.563 | — | — |