Machine-generated text detection on ProductReview Llama-3-70B-Instruct (test)
0.996AUCLearn-to-Distance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-DistanceEvaluation Protocol=Cross-fitting2026.01 | 0.996 | 1.366 | 78.7 | |
| ImBDEvaluation Protocol=Cross-fitting2026.01 | 0.983 | — | — | |
| LikelihoodEvaluation Protocol=Cross-fitting2026.01 | 0.873 | — | — | |
| FDGPTEvaluation Protocol=Cross-fitting2026.01 | 0.872 | — | — | |
| BARTScoreEvaluation Protocol=Cross-fitting2026.01 | 0.87 | — | — | |
| BinocularsEvaluation Protocol=Cross-fitting2026.01 | 0.863 | — | — | |
| LRREvaluation Protocol=Cross-fitting2026.01 | 0.769 | — | — | |
| RAIDAREvaluation Protocol=Cross-fitting2026.01 | 0.632 | — | — | |
| RoBERTaEvaluation Protocol=Cross-fitting2026.01 | 0.583 | — | — | |
| RADAREvaluation Protocol=Cross-fitting2026.01 | 0.546 | — | — | |
| IDEEvaluation Protocol=Cross-fitting2026.01 | 0.545 | — | — | |
| ADGPTEvaluation Protocol=Cross-fitting2026.01 | 0.544 | — | — |