DreamBooth
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DreamBooth
83.7DINO Score
45
DreamBooth original (test)
0.771DINO Score
18
DreamBooth Dataset 1.0 (test)
0.774DINO Score
18
DreamBooth
100Precision
14
DreamBooth (test)
0.239DINO-D
12
DreamBooth
7.72MDINO Score
11
DreamBooth
8.53SC Score
11
DreamBooth (test)
64.82Fidelity Score
10
DreamBooth dataset 1.0 (test)
0.639DINO Score
9
DreamBooth (evaluation set)
0.322LPIPS
8
DreamBooth (test)
74.4SSIM
8
DreamBooth (test)
255.5FID
8
DreamBooth Custom
99.3MS Score
7
DreamBooth Teapot Stable Diffusion 2.0 (test)
0.913CLIP-I
6
DreamBooth Toy Duck Stable Diffusion 2.0 (test)
0.91CLIP-I
6
DreamBooth Backpack Stable Diffusion 2.0 (test)
0.925CLIP-I
6
DreamBooth Clock Stable Diffusion 2.0 (test)
0.92CLIP-I
6
DreamBooth Dog Stable Diffusion 2.0 (test)
0.9CLIP-I Score
6
Dreambooth Stable Diffusion 3.0
91Dog CLIP-I Score
6
Dreambooth SimAC protected
78.1Proportion of Selected Samples
6
Dreambooth Anti-Dreambooth protected
71.9Proportion of Selected Samples
6
DreamBooth stylized prompts v1.4
79.5CLIP-T Score
6
DreamBooth unstylized prompts v1.4
0.782CLIP-T
6
DreamBooth dataset
0.684DINO
6
DreamBooth
18.9Parameters (M)
6