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ResearchFormerly WizWand

Text-to-Image Personalization on DreamBooth original (test)

0.771DINO ScoreSubject-Diffusion
0.560920.615460.670.72454Nov 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Subject-DiffusionEvaluation Protocol=finetuning free, Backbone=SD 2.1, #Ref=12024.110.7710.7790.293
DreamCacheEvaluation Protocol=finetuning free, Backbone=SD 2.1, #Ref=12024.110.7670.8160.301
SuTIEvaluation Protocol=finetuning free, Backbone=Imagen, #Ref=1-32024.110.7410.8190.304
ToffeeNetEvaluation Protocol=finetuning free, Backbone=SD 2.1, #Ref=12024.110.7280.8170.306
CAFEEvaluation Protocol=finetuning free, Backbone=SD 2.1, #Ref=12024.110.7150.8270.294
DreamCacheEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.110.7130.810.298
DreamBoothEvaluation Protocol=test-time finetuning, Backbone=Imagen, #Ref=3-52024.110.6960.8120.306
Kosmos-GEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.110.6940.8470.287
BootPigEvaluation Protocol=finetuning free, Backbone=SD 2.1, #Ref=32024.110.6740.7970.311
BLIP-Diffusion (FT)Evaluation Protocol=test-time finetuning, Backbone=SD 1.5, #Ref=3-52024.110.670.8050.302
DreamBoothEvaluation Protocol=test-time finetuning, Backbone=SD 1.5, #Ref=3-52024.110.6680.8030.305
IP-AdapterEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.110.6670.8130.289
Custom DiffusionEvaluation Protocol=test-time finetuning, Backbone=SD 1.5, #Ref=3-52024.110.6430.790.305
ELITEEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.110.6210.7710.293
JediEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.110.6190.7820.304
Re-ImagenEvaluation Protocol=finetuning free, Backbone=Imagen, #Ref=1-32024.110.60.740.27
BLIP-DiffusionEvaluation Protocol=finetuning free, Backbone=SD 1.5, #Ref=12024.110.5940.7790.3
Textual InversionEvaluation Protocol=test-time finetuning, Backbone=SD 1.5, #Ref=3-52024.110.5690.780.255