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Benchmarks
Single-subject image generation on CelebV-T
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2
Test Time (s)
Stable Diffusion
-97.92
576.54
1,251
1,925.46
Dec 11, 2023
Test Time (s)
Id Pres.
CLIP-TI
Training Cost
Updated 4d ago
Evaluation Results
Method
Method
Links
Test Time (s)
Id Pres.
CLIP-TI
Training Cost
Stable Diffusion
Type=Zero Shot, Refere...
2023.12
2
0.039
0.268
-
Face0
Type=One Shot, Referen...
2023.12
2
-
-
-
FastComposer
Type=One Shot, Referen...
2023.12
2
0.514
0.243
-
Subject-Diffusion
Type=One Shot, Referen...
2023.12
2
0.605
0.228
-
PortraitBooth
Type=One Shot, Referen...
2023.12
2
0.657
0.245
-
Custom Diffusion
Type=Finetune, Referen...
2023.12
789
0.434
0.233
-
DreamBooth
Type=Finetune, Referen...
2023.12
1,084
0.273
0.239
-
Textual-Inversion
Type=Finetune, Referen...
2023.12
2,500
0.293
0.219
-
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