Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Reproduction question for SDXL Base 1.0 when reproduce the v2.1 benchmark #43

Open
choucaicai opened this issue Aug 22, 2024 · 4 comments

Comments

@choucaicai
Copy link

when I reproduce the v2.1 benchmark,I tested and found SDXL Base 0.9 to be 28.71 and SDXL Base 1.0 to be 28.83, but the scores in the README exceed 30. I used the default settings of diffusers.

@choucaicai choucaicai changed the title Reproduce of Benchmark Reproduction of Benchmark Aug 22, 2024
@choucaicai choucaicai changed the title Reproduction of Benchmark Reproduction question for SDXL Base 1.0 Aug 22, 2024
@choucaicai
Copy link
Author

choucaicai commented Aug 22, 2024

Even when I ran the given code, I only got an average score of 28.71.

import hpsv2

# print(hpsv2.get_available_models()) # Get models that have access to data
hpsv2.evaluate_benchmark('SDXL Base 0.9')

result:

SDXL-base-0.9 concept-art     29.42      0.2775
SDXL-base-0.9 anime           31.03      0.2606
SDXL-base-0.9 paintings       28.83      0.5296
SDXL-base-0.9 photo           25.56      0.5209
SDXL-base-0.9 Average         28.71 

@choucaicai choucaicai changed the title Reproduction question for SDXL Base 1.0 Reproduction question for SDXL Base 1.0 when reproduce the v2.1 benchmark Aug 22, 2024
@Owen718
Copy link

Owen718 commented Sep 18, 2024

+1 Same Question.

@heekhero
Copy link

heekhero commented Dec 5, 2024

I got the same question, the following are results from my reproduction:
SDXL-base-0.9 concept-art 29.42
SDXL-base-0.9 anime 31.03
SDXL-base-0.9 paintings 28.83
SDXL-base-0.9 photo 25.56
SDXL-base-0.9 Average 28.71
shifting from the reported results.

@heekhero
Copy link

heekhero commented Dec 5, 2024

Even when I ran the given code, I only got an average score of 28.71.

import hpsv2

# print(hpsv2.get_available_models()) # Get models that have access to data
hpsv2.evaluate_benchmark('SDXL Base 0.9')

result:

SDXL-base-0.9 concept-art     29.42      0.2775
SDXL-base-0.9 anime           31.03      0.2606
SDXL-base-0.9 paintings       28.83      0.5296
SDXL-base-0.9 photo           25.56      0.5209
SDXL-base-0.9 Average         28.71 

same question

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

3 participants