Machine-generated text detection on OnlineContent Llama-3-70B-Instruct (test)
0.973AUCLearn-to-Distance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-DistanceEvaluation Protocol=Cross-fitting2026.01 | 0.973 | 4.684 | 63.6 | |
| ImBDEvaluation Protocol=Cross-fitting2026.01 | 0.926 | — | — | |
| FDGPTEvaluation Protocol=Cross-fitting2026.01 | 0.918 | — | — | |
| BinocularsEvaluation Protocol=Cross-fitting2026.01 | 0.915 | — | — | |
| BARTScoreEvaluation Protocol=Cross-fitting2026.01 | 0.85 | — | — | |
| LikelihoodEvaluation Protocol=Cross-fitting2026.01 | 0.78 | — | — | |
| LRREvaluation Protocol=Cross-fitting2026.01 | 0.732 | — | — | |
| RAIDAREvaluation Protocol=Cross-fitting2026.01 | 0.717 | — | — | |
| RoBERTaEvaluation Protocol=Cross-fitting2026.01 | 0.634 | — | — | |
| ADGPTEvaluation Protocol=Cross-fitting2026.01 | 0.611 | — | — | |
| RADAREvaluation Protocol=Cross-fitting2026.01 | 0.584 | — | — | |
| IDEEvaluation Protocol=Cross-fitting2026.01 | 0.534 | — | — |