I've tested and rated 50 different Stable Diffusion SDXL models in a structured way, using the GoogleResearch PartiPrompts approach, by assigning 107 prompts for each tested model to a Classification and Challenge Matrix, which resulted in rendering more than 5.000 images.
I believe that this method - though rather time-consuming - can give a more concise view on the strengths and weaknesses of a model and helps evaluating and comparing models in a more structured way, rather than using just random prompts. But, of course, it's still a subjective view to some extent.
You can download my whole evaluation paper from Gumroad for free (donations welcome):
https://goblenderrender.gumroad.com/l/jxkzh
Google Parti Paper:
https://sites.research.google/parti/
PartiPrompts Github Repository:
https://github.com/google-research/parti
Chapters:
00:00 Intro
00:22 Evaluation method (Google Parti-Prompts Matrix)
01:32 Render Settings in Automatic1111
01:59 Download my Evaluation Paper from Gumroad for free
02:20 SDXL Base model / explaining the evaluation
03:29 Copax Timeless XL
03:44 SDXL Unstable Diffusers \u261b YamerMIX V7 Electric Mind
03:57 ZavyChromaXL v2.1
04:12 Dreamshaper XL1.0 alpha2
04:28 [Lah] Mysterious | SDXL v4.0
04:45 ProtoVision XL
05:03 DucHaiten-Aiart-SDXL
05:20 DynaVision XL
05:36 LEOSAM's HelloWorld
05:53 NightVision XL
06:10 Juggernaut XL
06:27 SDVN7-NijiStyleXL
06:45 blue_pencil-XL
07:00 SDVN6-RealXL Detailface
07:17 SDXL Yamer's Realistic
07:33 CounterfeitXL
07:50 Realities Edge XL
08:07 WoW_XL
08:24 RealVisXL V2.0
08:41 [SDXL] RongHua
08:56 XL6 - HEPHAISTOS SD
09:15 XXMix_9realisticSDXL
09:32 RealCartoon-XL
09:49 Anime Art Diffusion XL
10:08 Formula XL
10:25 Realistic Stock Photo
10:42 SDXL Yamer's Realism
10:59 MorphXL
11:16 TQ – WonderfulWorldXL
11:34 RealMix XL
11:50 SDXL Unstable Diffusers \u261b YamerMIX V8 Heaven’s wrath
12:07 TalmendoXL - SDXL V1.1 Beta
12:25 WyvernMix XL v1.1
12:41 SDXL YAMER'S PERFECT DESIGN V3 Definitive Sketch
12:58 Realism Engine SDXL beta
13:15 Acorn is Spinning
13:32 SDXL Nuclear - General Purpose v2
13:49 SDXL FaeTastic V1.6
14:06 CanvasXL
14:23 EnvyExpressiveXL01
14:40 Tdg8uU_SDXL_MIX_V2
14:56 DEMON CORE
15:11 Copax Avatar Cute
15:28 nijiGameXL
15:44 Colossus Project XL
16:01 _MOHAWK_
16:19 Ultrium.V3.1.VAE
16:35 The Ally's Mix X - SDXL
16:52 Sassy Girls SDXL
17:09 Model Rankings, Top Models, final thoughts
For downloading the models, please get my Evaluation Paper from Gumroad - all links included there!
#stablediffusion #automatic1111 #sdxl #partiprompts
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