Stable Diffusion
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Stable Diffusion v1.4
27.84Snoopy (CS)
7
Stable Diffusion v1.4
27.76Snoopy CS
7
Stable Diffusion Monet erasure set v1.4
5.85FID (Van Gogh)
7
Stable Diffusion Picasso erasure set v1.4
5.18FID (Van Gogh)
7
Stable Diffusion v1.5
0.979ImageReward
7
Stable Diffusion finetuned 1.4
0Memorization Rate
7
Stable Diffusion V2.0
0.694Feat. Sim. (C)
7
Stable Diffusion V1.4
0.743Feat. Sim. (C)
7
Stable Diffusion V2.0 (test)
0.694Feat. Sim. (CLIP)
7
Stable Diffusion 1.4 (test)
0.743Feat. Sim. (CLIP)
7
Stable Diffusion (val)
99.79Accuracy
7
Stable Diffusion 512x512 (test)
2.614Generation Time (s)
7
Stable Diffusion race attributes v2.1 (test)
15Bias-O
6
Stable Diffusion prompts from DAS v1.x (test)
0.36Mean Pairwise Distance
6
Stable Diffusion v2.1 (memorized and non-memorized prompts)
99.7AUC
6
Stable Diffusion 1.5
60Cassette Player Success Rate
6
Stable Diffusion Average
17.9FID
6
Stable Diffusion 2.1
18.43FID
6
Stable Diffusion 2.0
17.51FID
6
Stable Diffusion Overall All Attacks v1.5
92.15Precision
6
Stable Diffusion FixIMgAtt attacks v1.5
100Precision
6
Stable Diffusion v1.5
0.744Feat. Sim. (C)
6
Stable Diffusion V2.0
0.694Feat. Sim. (C)
6
Stable Diffusion V1.4
0.743Feat. Sim. C
6
Stable Diffusion
99.79Accuracy
6