Machine-generated text detection on Grover (test) benchmark leaderboard · SOTA2 Research

Machine-generated text detection on Grover (test)

73.12AccuracyPECOLA

Evaluation Results

Method	Links
PECOLA2024.02		73.12	68.24
CE+SCL2024.02		72.38	67.02
CE+Margin2024.02		72.15	66.25
RoBERTA2024.02		70.39	64.49
CoCo2024.02		70.07	65.15
PECOLA2024.02		63.6	58.98
Fast-Detect.2024.02		62.5	61.29
GLTR2024.02		62.26	57.11
PECOLA2024.02		60.94	55.48
CE+Margin2024.02		60.44	55.54
Fast-Detect.2024.02		60.33	57.92
CE+SCL2024.02		60.33	55.74
Fast-Detect.2024.02		60.33	54.89
RoBERTA2024.02		59.28	54.69
PECOLA2024.02		59.03	53.95
CoCo2024.02		58.97	51.44
CE+Margin2024.02		58.92	54.99
GLTR2024.02		58.48	54.47
CoCo2024.02		58.27	44.7
CE+SCL2024.02		57.57	53.39
RoBERTA2024.02		56.88	52.88
CE+Margin2024.02		56.79	53.21
GLTR2024.02		56.61	52.77
GLTR2024.02		56.61	52.77
IT:Clust2024.02		56.08	51.8
Fast-Detect.2024.02		56.06	56.67
CE+SCL2024.02		55.86	51.56
DetectGPT2024.02		55.78	53.78
DetectGPT2024.02		55.56	53.32
DetectGPT2024.02		55.02	51.09
DetectGPT2024.02		54.61	48.07
CoCo2024.02		51.6	47.33
IT:Clust2024.02		50.72	51.37
RoBERTA2024.02		48.83	44.13
IT:Clust2024.02		46.45	46.1
IT:Clust2024.02		41.57	40.79