Machine-generated text detection on Finance Llama-3-70B-Instruct (test)
0.995AUCLearn-to-Distance
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-DistanceEvaluation Protocol=Cross-fitting2026.01 | 0.995 | 1.828 | 80.2 | |
| ImBDEvaluation Protocol=Cross-fitting2026.01 | 0.977 | — | — | |
| FDGPTEvaluation Protocol=Cross-fitting2026.01 | 0.91 | — | — | |
| BinocularsEvaluation Protocol=Cross-fitting2026.01 | 0.901 | — | — | |
| BARTScoreEvaluation Protocol=Cross-fitting2026.01 | 0.896 | — | — | |
| LikelihoodEvaluation Protocol=Cross-fitting2026.01 | 0.786 | — | — | |
| LRREvaluation Protocol=Cross-fitting2026.01 | 0.767 | — | — | |
| RAIDAREvaluation Protocol=Cross-fitting2026.01 | 0.72 | — | — | |
| RoBERTaEvaluation Protocol=Cross-fitting2026.01 | 0.691 | — | — | |
| RADAREvaluation Protocol=Cross-fitting2026.01 | 0.597 | — | — | |
| ADGPTEvaluation Protocol=Cross-fitting2026.01 | 0.565 | — | — | |
| IDEEvaluation Protocol=Cross-fitting2026.01 | 0.512 | — | — |