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ResearchFormerly WizWand

Customized Text-to-Image Generation on DreamBench (test)

0.774DINO ScoreReal Images
0.029360.222680.4160.60932Dec 5, 2023Mar 28, 2024Jul 21, 2024Nov 13, 2024Mar 7, 2025Jun 30, 2025Oct 23, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Real Images2023.120.7740.885—
SuTITuning-free=true2023.120.7410.8190.304
CAFETuning-free=true2023.120.7150.8270.294
Subject-DiffusionTuning-free=true2023.120.7110.7870.293
Kosmos-GTuning-free=true2023.120.6940.8470.287
BLIP-DiffusionTuning-free=false2023.120.670.8050.302
DreamBoothTuning-free=false2023.120.6680.8030.305
CustomDiffusionTuning-free=false2023.120.6430.790.305
OPADModel=SD Turbo, Train NFE=1, Infer NFE=12025.100.6370.7830.252
ELITETuning-free=true2023.120.6210.7710.293
Re-ImagenTuning-free=true2023.120.60.740.27
BLIP-DiffusionTuning-free=true2023.120.5940.7790.3
Textual InversionTuning-free=false2023.120.5690.780.255
Custom DiffusionModel=SD 2.1, Train NFE=1000, Infer NFE=252025.100.5190.7520.269
IP-AdapterModel=SDXL+TCD, Train NFE=1, Infer NFE=12025.100.3250.6280.204
DisenBoothModel=SD Turbo, Train NFE=1, Infer NFE=12025.100.2310.5640.251
Cones 2Model=SD Turbo, Train NFE=1, Infer NFE=12025.100.2040.6190.273
TextBoostModel=SD Turbo, Train NFE=1, Infer NFE=12025.100.1670.570.217
Textual InversionModel=SD Turbo, Train NFE=1, Infer NFE=12025.100.1660.5640.252
DreamBoothModel=SD Turbo, Train NFE=1, Infer NFE=12025.100.1110.5360.188
Custom DiffusionModel=SD Turbo, Train NFE=1, Infer NFE=12025.100.0580.5180.205