MGT detection on HSwag
96.3AccuracyDEER
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DEERMethod Category=Domain generalization methods, Evaluation Scenario=IND-MGT2025.11 | 96.3 | 96.35 | |
| MGT-PrismMethod Category=Domain generalization methods, Evaluation Scenario=IND-MGT2025.11 | 96.28 | 96.23 | |
| PeCoLAMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.11 | 96.04 | 96.02 | |
| MSCLMethod Category=Domain generalization methods, Evaluation Scenario=IND-MGT2025.11 | 95.87 | 95.76 | |
| EAGLEMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.11 | 95.8 | 95.69 | |
| RobertaMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.11 | 95.24 | 95.35 | |
| TACITMethod Category=Domain generalization methods, Evaluation Scenario=IND-MGT2025.11 | 94.13 | 94.18 | |
| GhostbusterMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.11 | 90.79 | 90.79 | |
| MoSEsMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.11 | 87.87 | 88.6 | |
| Log-LikelihoodMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.11 | 83.24 | 81.84 | |
| EntropyMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.11 | 80.38 | 79.14 | |
| Fast-DetectGPTMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.11 | 78.79 | 77.43 | |
| LRRMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.11 | 76.95 | 76.83 | |
| RankMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.11 | 72.57 | 71.08 | |
| BinocularsMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.11 | 72.06 | 73.84 | |
| ImBDMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.11 | 50 | 66.67 |