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Benchmarks
Synthetic Text Generation on BioRxiv Abstracts
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96.6
MAUVE
Real Data
-3.344
22.603
48.55
74.497
Jan 31, 2026
MAUVE
BERT Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAUVE
BERT Score
Real Data
ε (Privacy Budget)=∞
2026.01
96.6
91.8
2-Shot
ε (Privacy Budget)=∞
2026.01
76.9
87.4
EPSVEC++
ε (Privacy Budget)=5,...
2026.01
62.2
86
EPSVEC++
ε (Privacy Budget)=3,...
2026.01
60.7
85.8
EPSVEC
ε (Privacy Budget)=3
2026.01
37.2
85.3
EPSVEC
ε (Privacy Budget)=5
2026.01
35.8
86.4
PP++
ε (Privacy Budget)=5,...
2026.01
1.9
26.7
PP
ε (Privacy Budget)=5
2026.01
1.7
26.9
PP
ε (Privacy Budget)=3
2026.01
1.7
26.9
INVINK
ε (Privacy Budget)=5
2026.01
0.9
86.3
INVINK
ε (Privacy Budget)=3
2026.01
0.9
85.6
AUGPE
ε (Privacy Budget)=5
2026.01
0.5
23.8
AUGPE
ε (Privacy Budget)=3
2026.01
0.5
22.7
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