LAION
Benchmarks
TaskDatasetSOTA resultTrendResults
LAION-10K VAE Replacement Attack v2.1 (val)
16.282FID
6
LAION25M
697.9Construction Time (s)
6
LAION 25M
54.3Storage overhead (GB)
6
LAION-5B
75.2R@5
6
LAION 5B
79.6Recall@5
6
LAION
82.6CLIP Score
6
LAION-5B real images
0.322CLIP-S Score
6
LAION processed (pretraining)
64.53ASR
6
LAION-5B
8.52FID
6
LAION-5B
13.06FID
6
LAION
71.78FID
6
LAION-5B without text
76.07AUC
5
LAION-5B
76.16AUC
5
LAION-SP (val)
43.7HP Score
5
LAION Cat → Cat w/ glasses 5B (test)
81.1CLIP Accuracy
5
LAION Horse → Zebra 5B (test)
94CLIP Accuracy
5
LAION Cat → Dog 5B (test)
93.7CLIP Accuracy
5
LAION
5.17Average Attempts
4
LAION
94.687CLIP Image Score
4
LAION (test)
0Proportion of Complete Failures
4
LAION
28.123CLIP Score
4
LAION
0.473Human Preference Rate
4
LAION Aesthetics
0.815Smoothness
4
LAION occupation
53.08BC Score
3
LAION-SG
1.36N-MMD
3