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Benchmarks
Subject-driven Image Generation on DreamBooth Average-case Generation
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72.5
Subject Fidelity
LoRA w/ BNNs
25.7
37.85
50
62.15
May 30, 2024
Subject Fidelity
Text Alignment
Image Quality
Updated 1mo ago
Evaluation Results
Method
Method
Links
Subject Fidelity
Text Alignment
Image Quality
LoRA w/ BNNs
With BNNs=true
2024.05
72.5
73.5
75.5
OFT w/ BNNs
With BNNs=true
2024.05
58.9
73.2
60.7
DreamBooth
With BNNs=false
2024.05
50.5
35.6
28.7
DreamBooth w/ BNNs
With BNNs=true
2024.05
49.5
64.4
71.3
OFT
With BNNs=false
2024.05
41.1
26.8
39.3
LoRA
With BNNs=false
2024.05
27.5
26.5
24.5
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