Machine-generated text detection on LegalDocument Llama-3-70B-Instruct (test)
0.99AUCImBD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ImBDEvaluation Protocol=Cross-fitting2026.01 | 0.99 | — | — | |
| Learn-to-DistanceEvaluation Protocol=Cross-fitting2026.01 | 0.972 | — | — | |
| FDGPTEvaluation Protocol=Cross-fitting2026.01 | 0.884 | — | — | |
| BinocularsEvaluation Protocol=Cross-fitting2026.01 | 0.876 | — | — | |
| BARTScoreEvaluation Protocol=Cross-fitting2026.01 | 0.763 | — | — | |
| RAIDAREvaluation Protocol=Cross-fitting2026.01 | 0.72 | — | — | |
| RADAREvaluation Protocol=Cross-fitting2026.01 | 0.696 | — | — | |
| LRREvaluation Protocol=Cross-fitting2026.01 | 0.662 | — | — | |
| ADGPTEvaluation Protocol=Cross-fitting2026.01 | 0.607 | — | — | |
| IDEEvaluation Protocol=Cross-fitting2026.01 | 0.589 | — | — | |
| RoBERTaEvaluation Protocol=Cross-fitting2026.01 | 0.517 | — | — | |
| LikelihoodEvaluation Protocol=Cross-fitting2026.01 | 0.503 | — | — |