Machine-generated text detection on Code Llama-3-70B-Instruct (test)
0.951AUCLearn-to-Distance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-DistanceEvaluation Protocol=Cross-fitting2026.01 | 0.951 | 6.421 | 56.5 | |
| ImBDEvaluation Protocol=Cross-fitting2026.01 | 0.886 | — | — | |
| FDGPTEvaluation Protocol=Cross-fitting2026.01 | 0.765 | — | — | |
| BinocularsEvaluation Protocol=Cross-fitting2026.01 | 0.761 | — | — | |
| RAIDAREvaluation Protocol=Cross-fitting2026.01 | 0.723 | — | — | |
| LRREvaluation Protocol=Cross-fitting2026.01 | 0.631 | — | — | |
| RADAREvaluation Protocol=Cross-fitting2026.01 | 0.621 | — | — | |
| BARTScoreEvaluation Protocol=Cross-fitting2026.01 | 0.62 | — | — | |
| IDEEvaluation Protocol=Cross-fitting2026.01 | 0.574 | — | — | |
| ADGPTEvaluation Protocol=Cross-fitting2026.01 | 0.561 | — | — | |
| RoBERTaEvaluation Protocol=Cross-fitting2026.01 | 0.556 | — | — | |
| LikelihoodEvaluation Protocol=Cross-fitting2026.01 | 0.554 | — | — |