Reviewing & Rating 50 SDXL models

Render Realm · Intermediate ·📄 Research Papers Explained ·2y ago

Skills: Reading ML Papers80%

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 ☛ 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 ☛ 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 Eng

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Chapters (40)

Intro

0:22 Evaluation method (Google Parti-Prompts Matrix)

1:32 Render Settings in Automatic1111

1:59 Download my Evaluation Paper from Gumroad for free

2:20 SDXL Base model / explaining the evaluation

3:29 Copax Timeless XL

3:44 SDXL Unstable Diffusers ☛ YamerMIX V7 Electric Mind

3:57 ZavyChromaXL v2.1

4:12 Dreamshaper XL1.0 alpha2

4:28 [Lah] Mysterious | SDXL v4.0

4:45 ProtoVision XL

5:03 DucHaiten-Aiart-SDXL

5:20 DynaVision XL

5:36 LEOSAM's HelloWorld

5:53 NightVision XL

6:10 Juggernaut XL

6:27 SDVN7-NijiStyleXL

6:45 blue_pencil-XL

7:00 SDVN6-RealXL Detailface

7:17 SDXL Yamer's Realistic

7:33 CounterfeitXL

7:50 Realities Edge XL

8:07 WoW_XL

8:24 RealVisXL V2.0

8:41 [SDXL] RongHua

8:56 XL6 - HEPHAISTOS SD

9:15 XXMix_9realisticSDXL

9:32 RealCartoon-XL

9:49 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 ☛ 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 Eng

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