SOTA Training data detection on S 1.1 and PapersWithCode

11TPR@1%FPR

Token Probability Deviation

Updated 23d ago

Evaluation Results

Method	Links
Token Probability Deviation 2025.10		11
Token Probability Deviation 2025.10		9.5
Token Probability Deviation 2025.10		9
Generated Perplexity 2025.10		8
Generated MIN-K% 2025.10		8
Generated Perplexity 2025.10		7
Generated MIN-K% 2025.10		7
Infilling Score 2025.10		4.5
Generated Perplexity 2025.10		4.5
Generated MIN-K% 2025.10		4.5
Entropy-Noise 2025.10		4
MIN-K%++ 2025.10		2.5
Entropy-Noise 2025.10		2.5
Entropy-Noise 2025.10		2
Infilling Score 2025.10		1.5
Lowercase 2025.10		1
MIN-K% 2025.10		1
MIN-K%++ 2025.10		1
Perplexity 2025.10		0.5
Perplexity 2025.10		0.5
Neighbor 2025.10		0.5
Neighbor 2025.10		0.5
Neighbor 2025.10		0.5
MIN-K% 2025.10		0.5
Entropy-Temp 2025.10		0.5
Entropy-Temp 2025.10		0.5
Self-Critique 2025.10		0.5
Perplexity 2025.10		0
Lowercase 2025.10		0
Lowercase 2025.10		0
Zlib 2025.10		0
Zlib 2025.10		0
Zlib 2025.10		0
MIN-K% 2025.10		0
MIN-K%++ 2025.10		0
Infilling Score 2025.10		0
Entropy-Temp 2025.10		0
Self-Critique 2025.10		0
Self-Critique 2025.10		0