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human-authored texts

Benchmarks

Task NameDataset NameSOTA ResultTrend
Watermark Generation500 human-authored texts (200 tokens each) (Evaluation)
Average Latency (sec)3.707
11
Watermark Detection500 human-authored texts (200 tokens each) (Evaluation set)
Average Latency (sec)0.001
10
Watermark DetectionHuman-authored texts 50% Synonym Substitution
TPR (1% FPR)97.8
8
Watermark DetectionHuman-authored texts 30% Synonym Substitution
TPR (1% FPR)99.6
8
Watermark DetectionHuman-authored texts 10% Synonym Substitution
TPR @ 1% FPR100
8
Watermark DetectionHuman-authored texts 50% Word Deletion
TPR (1% FPR)94.2
8
Watermark DetectionHuman-authored texts 30% Word Deletion
TPR (1% FPR)99.2
8
Watermark DetectionHuman-authored texts 10% Word Deletion
TPR (1% FPR)100
8
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