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Benchmarks
Detection of LLM-Generated Text on WritingPrompts GPT-J-6B
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97.6
AUROC
SurpMark ref-attack
78.5264
83.4782
88.43
93.3818
Oct 8, 2025
AUROC
Updated 21d ago
Evaluation Results
Method
Method
Links
AUROC
SurpMark ref-attack
Adversarial Attack Typ...
2025.10
97.6
SurpMark test-attack
Adversarial Attack Typ...
2025.10
97.6
SurpMark both-attack
Adversarial Attack Typ...
2025.10
97.6
Lastde++
Adversarial Attack Typ...
2025.10
96.96
SurpMark test-attack
Adversarial Attack Typ...
2025.10
95.62
SurpMark ref-attack
Adversarial Attack Typ...
2025.10
95.06
SurpMark ref-attack
Adversarial Attack Typ...
2025.10
94.67
SurpMark both-attack
Adversarial Attack Typ...
2025.10
94.3
Fast-DetectGPT
Adversarial Attack Typ...
2025.10
93.8
SurpMark both-attack
Adversarial Attack Typ...
2025.10
92.74
SurpMark test-attack
Adversarial Attack Typ...
2025.10
92.59
Fast-DetectGPT
Adversarial Attack Typ...
2025.10
85.95
Lastde++
Adversarial Attack Typ...
2025.10
85.42
Lastde++
Adversarial Attack Typ...
2025.10
84.24
Fast-DetectGPT
Adversarial Attack Typ...
2025.10
79.26
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