DreamBooth LoRA SDXL v1.0

Reported on 3 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision3 results

Personalized Image GenerationonDreamBooth
Concept Preservation (CP)· 2022-08-25
0.598
best: 0.833 (IP-Adapter-Plus ViT-H SDXL v1.0)
SOTA
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation arXiv:2208.12242
Personalized Image GenerationonDreamBooth
Overall (CP * PF)· 2022-08-25
0.517
SOTA
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation arXiv:2208.12242
Personalized Image GenerationonDreamBooth
Prompt Following (PF)· 2022-08-25
0.865
SOTA
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation arXiv:2208.12242