LAION
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LAION
100TPR@1%FPR
42
LAION Natural
100AUC
24
LAION-5B 1,000 prompts
47.079FID (Real)
20
LAION Mini
96.8Structure Similarity
20
LAION Mini
0.965Structure Similarity
20
LAION-Art
0.83SSCD
18
LAION 5B 1K
28.685HPSv2.1
18
LAION 400M
58.91Forget Accuracy
15
LAION-C (severity = 3, kappa = 0.5)
28.1Places-L ACC
13
LAION
0LPIPS
10
LAION
0.31CLIP Cosine Similarity
10
LAION-10k
33.2CLIP Score
10
LAION
0.91P Score
8
LAION 25M 1.0 (train)
569Indexing Time (s)
8
LAION 5M subset 1.0 (train)
89Indexing Time (s)
8
LAION 1M 1.0 (train)
13Indexing Time (s)
8
LAION 10K 5B (test)
10.68FID
8
LAION-10K Original v2.1 (val)
16.412FID
7
LAION-Human
57.11AP
7
LAION Mini (subset (20 samples))
3.5Inversion Time (s)
7
LAION-10k Scenario 1 (test)
0.65Similarity (95pc)
7
LAION-5B 4x4 scaling factor (test)
58.91FID
7
LAION-5B 3x3 scaling factor (test)
68.82FID
7
LAION 5B 2x2 scaling factor (test)
58.91FID
7
LAION-5B FI (test)
16.23FID
7