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MGT detection on HSwag

96.3AccuracyDEER
48.14860.64973.1585.651Nov 3, 2025
Updated 5mo ago

Evaluation results

MethodLinks
DEERMethod Category=Domain generalization methods, Evaluation Scenario=IND-MGT2025.1196.396.35
MGT-PrismMethod Category=Domain generalization methods, Evaluation Scenario=IND-MGT2025.1196.2896.23
PeCoLAMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.1196.0496.02
MSCLMethod Category=Domain generalization methods, Evaluation Scenario=IND-MGT2025.1195.8795.76
EAGLEMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.1195.895.69
RobertaMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.1195.2495.35
TACITMethod Category=Domain generalization methods, Evaluation Scenario=IND-MGT2025.1194.1394.18
GhostbusterMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.1190.7990.79
MoSEsMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.1187.8788.6
Log-LikelihoodMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.1183.2481.84
EntropyMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.1180.3879.14
Fast-DetectGPTMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.1178.7977.43
LRRMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.1176.9576.83
RankMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.1172.5771.08
BinocularsMethod Category=Metric-based methods, Evaluation Scenario=IND-MGT2025.1172.0673.84
ImBDMethod Category=Model-based methods, Evaluation Scenario=IND-MGT2025.115066.67