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Benchmarks
LLM Text Attribution on WritingPrompts
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100
TPR (FPR=0.01)
log p(x)
-4
23
50
77
Jan 4, 2025
TPR (FPR=0.01)
Updated 25d ago
Evaluation Results
Method
Method
Links
TPR (FPR=0.01)
log p(x)
Generator Model=LLAMA...
2025.01
100
LogRank
Generator Model=LLAMA...
2025.01
100
log p(x)
Generator Model=QWEN 32B
2025.01
100
LogRank
Generator Model=QWEN 32B
2025.01
100
Ours
Generator Model=QWEN 32B
2025.01
100
Binoculars
Generator Model=GPT-NE...
2025.01
99
Ours
Generator Model=GPT-NE...
2025.01
99
Binoculars
Generator Model=QWEN 32B
2025.01
99
Binoculars
Generator Model=LLAMA...
2025.01
97
Ours
Generator Model=LLAMA...
2025.01
90
LogRank
Generator Model=GPT-NE...
2025.01
54
Rank
Generator Model=LLAMA...
2025.01
49
log p(x)
Generator Model=GPT-NE...
2025.01
46
Rank
Generator Model=QWEN 32B
2025.01
43
Rank
Generator Model=GPT-NE...
2025.01
39
Entropy
Generator Model=LLAMA...
2025.01
0
Entropy
Generator Model=GPT-NE...
2025.01
0
Entropy
Generator Model=QWEN 32B
2025.01
0
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