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Benchmarks
Image Reconstruction on PIE-Bench base model v1.4 (test)
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2.95
Structure Distance
Direct Inversion
0.2588
18.4244
36.59
54.7556
Oct 2, 2023
Structure Distance
PSNR
LPIPS
MSE
SSIM
Updated 1mo ago
Evaluation Results
Method
Method
Links
Structure Distance
PSNR
LPIPS
MSE
SSIM
Direct Inversion
GPU=RTX3090, Steps=50,...
2023.10
2.95
30.57
31.41
17.6
0.872
Null-Text Inversion
GPU=A800 and RTX3090 (...
2023.10
3.3
30.17
33.39
18.86
0.8684
StyleDiffusion
GPU=RTX3090, Steps=50,...
2023.10
4.35
28.88
39.45
22.63
0.8607
Negative-Prompt Inversion
GPU=RTX3090, Steps=50,...
2023.10
8.47
27.73
57.04
30.05
0.8459
DDIM
GPU=RTX3090, Steps=50,...
2023.10
70.23
17.76
210.84
224.43
0.7096
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