Machine-generated text detection on MedicalText Llama-3-70B-Instruct (test)
0.937AUCLearn-to-Distance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-DistanceEvaluation Protocol=Cross-fitting2026.01 | 0.937 | 2.282 | 26.6 | |
| ImBDEvaluation Protocol=Cross-fitting2026.01 | 0.914 | — | — | |
| FDGPTEvaluation Protocol=Cross-fitting2026.01 | 0.809 | — | — | |
| BinocularsEvaluation Protocol=Cross-fitting2026.01 | 0.796 | — | — | |
| LikelihoodEvaluation Protocol=Cross-fitting2026.01 | 0.761 | — | — | |
| LRREvaluation Protocol=Cross-fitting2026.01 | 0.679 | — | — | |
| BARTScoreEvaluation Protocol=Cross-fitting2026.01 | 0.648 | — | — | |
| RAIDAREvaluation Protocol=Cross-fitting2026.01 | 0.633 | — | — | |
| RADAREvaluation Protocol=Cross-fitting2026.01 | 0.621 | — | — | |
| IDEEvaluation Protocol=Cross-fitting2026.01 | 0.571 | — | — | |
| RoBERTaEvaluation Protocol=Cross-fitting2026.01 | 0.552 | — | — | |
| ADGPTEvaluation Protocol=Cross-fitting2026.01 | 0.521 | — | — |