DiffusionDB
Benchmarks
TaskDatasetSOTA resultTrendResults
DiffusionDB (test)
7.426Aesthetic Score
51
DiffusionDB
100TPR @ 1% FPR (None)
42
DiffusionDB
39.49PSNR
17
DiffusionDB prompts on FLUX.1 (dev)
4.28Latency (s)
15
DiffusionDB (test)
90.4TPR@1%FPR
15
DiffusionDB (test)
47.11FID
13
DiffusionDB Explicit subset
100Nudity Removal Rate
12
DiffusionDB (test)
1Clean Success Rate
10
DiffusionDB-2M
0.609LPIPS
9
DiffusionDB stylized
0.619Gram Similarity
8
DiffusionDB 300 randomly selected prompts
79.57Win Rate
7
DiffusionDB
100Brightness Robustness
7
DiffusionDB
83.8Accuracy
7
DiffusionDB in-the-wild (50 images)
0.863CLIP Score
7
DiffusionDB Real User Prompts 466 prompts (test)
1,508Win Count
7
DiffusionDB
0.822CLIP Score
6
DiffusionDB Human Prompts 2M
22.35HPS
6
DiffusionDB User Study (test)
4.03Semantic Alignment Score
5
DiffusionDB
1.7CLIP-FID
5
DiffusionDB
6.57Aesthetic Score
5
DiffusionDB 1M prompts Large
4,931Hit Rate
4
DiffusionDB
0.9CLIP Similarity
4
DiffusionDB
25BLEU
4
DiffusionDB text prompts (unseen)
0.174Improvement
3
DiffusionDB 100 random queries
1.94Faithfulness Score (Initial)
2