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Benchmarks
Text-to-image generation on Bias-in-Bios prompts (83 occupations)
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1.48
Mismatch Rate (M-F)
SPD
-2.032
21.674
45.38
69.086
Nov 22, 2025
Mismatch Rate (M-F)
Overall Mismatch Rate
Composite Mismatch Rate
Neutral Prompt Skew
Updated 15d ago
Evaluation Results
Method
Method
Links
Mismatch Rate (M-F)
Overall Mismatch Rate
Composite Mismatch Rate
Neutral Prompt Skew
SPD
Generative Model=SDXL
2025.11
1.48
0.78
1.67
78.66
SFID
Generative Model=SDXL
2025.11
1.54
0.84
1.74
81.57
CLIP-clip
Generative Model=SDXL
2025.11
3.78
2.11
4.31
82.05
Baseline
Generative Model=SDXL
2025.11
3.87
2.35
4.42
83.25
Prompt-D
Generative Model=SDXL
2025.11
39.72
42.53
58.49
82.77
DeAR
Generative Model=SDXL
2025.11
89.28
44.64
99.81
99.88
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