MGT detection on ROCT
66.56AccuracyFast-DetectGPT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Fast-DetectGPTMethod Category=Metric-based methods, Evaluation Scenario=DG-MGT2025.11 | 66.56 | 70.4 | |
| LRRMethod Category=Metric-based methods, Evaluation Scenario=DG-MGT2025.11 | 65.96 | 71.55 | |
| MGT-PrismMethod Category=Domain generalization methods, Evaluation Scenario=DG-MGT2025.11 | 65.47 | 73.56 | |
| EntropyMethod Category=Metric-based methods, Evaluation Scenario=DG-MGT2025.11 | 63.31 | 71.57 | |
| DEERMethod Category=Domain generalization methods, Evaluation Scenario=DG-MGT2025.11 | 62.43 | 72.59 | |
| Log-LikelihoodMethod Category=Metric-based methods, Evaluation Scenario=DG-MGT2025.11 | 62.21 | 72.17 | |
| MoSEsMethod Category=Model-based methods, Evaluation Scenario=DG-MGT2025.11 | 61.55 | 48.35 | |
| MSCLMethod Category=Domain generalization methods, Evaluation Scenario=DG-MGT2025.11 | 61.53 | 71.94 | |
| PeCoLAMethod Category=Model-based methods, Evaluation Scenario=DG-MGT2025.11 | 61.51 | 55.3 | |
| RobertaMethod Category=Model-based methods, Evaluation Scenario=DG-MGT2025.11 | 61.08 | 71.86 | |
| RankMethod Category=Metric-based methods, Evaluation Scenario=DG-MGT2025.11 | 60.62 | 66.37 | |
| BinocularsMethod Category=Metric-based methods, Evaluation Scenario=DG-MGT2025.11 | 60.5 | 68.17 | |
| GhostbusterMethod Category=Model-based methods, Evaluation Scenario=DG-MGT2025.11 | 60.32 | 52.96 | |
| TACITMethod Category=Domain generalization methods, Evaluation Scenario=DG-MGT2025.11 | 57.99 | 70.04 | |
| EAGLEMethod Category=Model-based methods, Evaluation Scenario=DG-MGT2025.11 | 57.36 | 69.97 | |
| ImBDMethod Category=Model-based methods, Evaluation Scenario=DG-MGT2025.11 | 50.02 | 66.66 |