Stable Diffusion
Benchmarks
TaskDatasetSOTA resultTrendResults
Stable Diffusion v1.4
0.05RMSE Loss
280
Stable Diffusion 1.4
0.989CLIP Cosine Similarity
140
Stable Diffusion 10k samples v1.4
99.41CLIP Similarity
119
Stable Diffusion 10k samples v1.4 (test)
0.036RMSE Loss
44
Stable Diffusion v1.4
1AUC
28
Stable Diffusion v1.5
5.03FID (5k)
27
Stable Diffusion ObjRepAtt attacks v1.5
100Precision
23
Stable Diffusion Nudity Concept v1.4
13.89FID
21
Stable Diffusion V2.1
1Bit Acc.
20
Stable Diffusion Artist Style Removal (Kelly McKernan) v1.4
80Accuracy (Exact Match)
18
Stable Diffusion Artist Style Removal (Van Gogh) v1.4
85Accuracy
18
Stable Diffusion (SD) 1.4
26.35CLIP Score
18
Stable Diffusion Gender attributes v1.5
0.09Bias-O
17
Stable Diffusion Avg-Removal 2.1
99AUC
16
Stable Diffusion Original 2-1
1AUC
16
Stable Diffusion DrawBench
0.69Time Per Sample
15
Stable Diffusion "Two dogs in the park." 1.5
1.33Reward
14
Stable Diffusion Two roses in a vase 1.5
1.64Reward
14
Stable Diffusion A green colored rabbit. 1.5
1.75Reward
14
Stable Diffusion 1.4
0Memorization Rate
13
Stable Diffusion Church object v1.4
1ASR1
13
Stable Diffusion (test)
100Accuracy
13
Stable Diffusion 512x512 v1.5 (test)
0.248HPSv2.1
13
Stable Diffusion generator v3.0 (test)
83.58Accuracy
11
Stable Diffusion generator v2.1 (test)
60.98Accuracy
11