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Synthetic Image Generation on NANO-TEM (synthetic)
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0.015
Noise std
MS-SSIM VAE
0.01388
0.02144
0.029
0.03656
Jun 23, 2026
Noise std
SNR
HFNR
Updated 1mo ago
Evaluation Results
Method
Method
Links
Noise std
SNR
HFNR
MS-SSIM VAE
Stat=med.
2026.06
0.015
29.17
1.197
MS-SSIM VAE
Stat=mean
2026.06
0.019
28.81
1.196
DCGAN
Stat=med.
2026.06
0.026
23.77
1.131
patch-based progressive training methodology for DDPMs
Stat=mean
2026.06
0.028
25.5
1.14
patch-based progressive training methodology for DDPMs
Stat=med.
2026.06
0.028
25.24
1.143
DCGAN
Stat=mean
2026.06
0.035
23.11
1.128
Original (Target Distribution)
Stat=med.
2026.06
0.037
20.07
1.12
Original (Target Distribution)
Stat=mean
2026.06
0.041
20.37
1.121
DDPM Baseline
Stat=mean
2026.06
0.043
21.54
1.148
DDPM Baseline
Stat=med.
2026.06
0.043
20.35
1.152
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