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Benchmarks
LLM Text Attribution on XSum
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100
TPR (FPR=0.01)
Ours
-2.96
23.77
50.5
77.23
Jan 4, 2025
TPR (FPR=0.01)
Updated 25d ago
Evaluation Results
Method
Method
Links
TPR (FPR=0.01)
Ours
Generator Model=GPT-NE...
2025.01
100
Ours
Generator Model=QWEN 32B
2025.01
100
LogRank
Generator Model=LLAMA...
2025.01
99
Binoculars
Generator Model=LLAMA...
2025.01
99
log p(x)
Generator Model=QWEN 32B
2025.01
99
LogRank
Generator Model=QWEN 32B
2025.01
99
Binoculars
Generator Model=QWEN 32B
2025.01
99
Ours
Generator Model=LLAMA...
2025.01
97
log p(x)
Generator Model=LLAMA...
2025.01
89
Binoculars
Generator Model=GPT-NE...
2025.01
89
Rank
Generator Model=LLAMA...
2025.01
22
Rank
Generator Model=QWEN 32B
2025.01
20
Entropy
Generator Model=GPT-NE...
2025.01
9
Rank
Generator Model=GPT-NE...
2025.01
6
LogRank
Generator Model=GPT-NE...
2025.01
5
Entropy
Generator Model=LLAMA...
2025.01
2
log p(x)
Generator Model=GPT-NE...
2025.01
2
Entropy
Generator Model=QWEN 32B
2025.01
1
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