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Personalized Text-to-Image Generation on DreamBench++ (test)
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3.733
CP Score
IP-Adapter+
1.6114
2.1622
2.713
3.2638
Nov 27, 2024
CP Score
PF Score
Creativity
Updated 4d ago
Evaluation Results
Method
Method
Links
CP Score
PF Score
Creativity
IP-Adapter+
type=zero-shot
2024.11
3.733
1.959
2.428
Diffusion Self-Distillation
type=zero-shot
2024.11
3.661
3.328
4.453
DreamBooth LoRA
inference-stage tuning...
2024.11
2.576
3.386
4.247
DreamBooth
type=fine-tuning
2024.11
2.329
2.883
3.597
IP-Adapter
type=zero-shot
2024.11
2.274
2.307
3.481
BLIP-Diffusion
type=zero-shot
2024.11
1.854
2.281
0.286
Emu2
type=zero-shot
2024.11
1.843
2.096
2.965
Textual Inversion
type=optimization-based
2024.11
1.693
1.924
2.85
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