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Benchmarks
Image Variation on Aesthetic-4K (test)
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34.84
CLIPScore
SDXL
32.1464
32.8457
33.545
34.2443
May 1, 2026
CLIPScore
Localized EMD
Global EMD
Updated 1mo ago
Evaluation Results
Method
Method
Links
CLIPScore
Localized EMD
Global EMD
SDXL
Guidance Type=Text only
2026.05
34.84
20.08
12.91
T2I Adapter-Color
Guidance Type=Inversion
2026.05
33.68
14.14
10.46
Colorful-Noise
Guidance Type=Low Freq.
2026.05
33.68
8.84
5.47
Shum et al. [2025]-ZS
Guidance Type=Raw Image
2026.05
32.25
17.4
2.1
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