Machine-generated text detection on ArtCulture Llama-3-70B-Instruct (test)
0.945AUCLearn-to-Distance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-DistanceEvaluation Protocol=Cross-fitting2026.01 | 0.945 | 4.302 | 43.7 | |
| ImBDEvaluation Protocol=Cross-fitting2026.01 | 0.902 | — | — | |
| BinocularsEvaluation Protocol=Cross-fitting2026.01 | 0.835 | — | — | |
| FDGPTEvaluation Protocol=Cross-fitting2026.01 | 0.829 | — | — | |
| LikelihoodEvaluation Protocol=Cross-fitting2026.01 | 0.643 | — | — | |
| IDEEvaluation Protocol=Cross-fitting2026.01 | 0.643 | — | — | |
| BARTScoreEvaluation Protocol=Cross-fitting2026.01 | 0.64 | — | — | |
| LRREvaluation Protocol=Cross-fitting2026.01 | 0.635 | — | — | |
| RAIDAREvaluation Protocol=Cross-fitting2026.01 | 0.63 | — | — | |
| ADGPTEvaluation Protocol=Cross-fitting2026.01 | 0.626 | — | — | |
| RADAREvaluation Protocol=Cross-fitting2026.01 | 0.586 | — | — | |
| RoBERTaEvaluation Protocol=Cross-fitting2026.01 | 0.538 | — | — |