Machine-generated text detection on Environmental Llama-3-70B-Instruct (test)
99AUCLearn-to-Distance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Learn-to-DistanceEvaluation Protocol=Cross-fitting2026.01 | 99 | 1.731 | 63.5 | |
| ImBDEvaluation Protocol=Cross-fitting2026.01 | 97.3 | — | — | |
| FDGPTEvaluation Protocol=Cross-fitting2026.01 | 96.2 | — | — | |
| BinocularsEvaluation Protocol=Cross-fitting2026.01 | 95.3 | — | — | |
| BARTScoreEvaluation Protocol=Cross-fitting2026.01 | 91.7 | — | — | |
| LikelihoodEvaluation Protocol=Cross-fitting2026.01 | 91.4 | — | — | |
| LRREvaluation Protocol=Cross-fitting2026.01 | 83.8 | — | — | |
| RoBERTaEvaluation Protocol=Cross-fitting2026.01 | 73.8 | — | — | |
| RAIDAREvaluation Protocol=Cross-fitting2026.01 | 71.9 | — | — | |
| RADAREvaluation Protocol=Cross-fitting2026.01 | 60.2 | — | — | |
| IDEEvaluation Protocol=Cross-fitting2026.01 | 53.7 | — | — | |
| ADGPTEvaluation Protocol=Cross-fitting2026.01 | 51.5 | — | — |