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LAION

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image-to-Image Translation (Appearance Divergence)LAION Mini
Structure Similarity96.8
20
Image-to-Image Translation (Appearance Consistency)LAION Mini
Structure Similarity0.965
20
Text-to-Image GenerationLAION
P Score0.91
8
Filtered Nearest Neighbor SearchLAION 25M 1.0 (train)
Indexing Time (s)569
8
Filtered Nearest Neighbor SearchLAION 5M subset 1.0 (train)
Indexing Time (s)89
8
Filtered Nearest Neighbor SearchLAION 1M 1.0 (train)
Indexing Time (s)13
8
Text-to-Image GenerationLAION 10K 5B (test)
FID10.68
8
Pose-guided Text-to-Image GenerationLAION-Human
AP57.11
7
Text-driven Image-to-Image TranslationLAION Mini (subset (20 samples))
Inversion Time (s)3.5
7
Text-to-Image GenerationLAION-10k Scenario 1 (test)
Similarity (95pc)0.6504
7
High-Resolution Image GenerationLAION-5B 4x4 scaling factor (test)
FID58.91
7
High-Resolution Image GenerationLAION-5B 3x3 scaling factor (test)
FID68.82
7
High-Resolution Image GenerationLAION 5B 2x2 scaling factor (test)
FID58.91
7
Text-to-Image GenerationLAION-5B FI (test)
FID16.23
7
Text-driven real image editingLAION-5B real images
CLIP-S Score0.322
6
Membership InferenceLAION processed (pretraining)
ASR64.53
6
Text-to-Image GenerationLAION-5B
FID8.52
6
Image GenerationLAION-5B
FID13.06
6
Controllable image synthesisLAION
FID71.78
6
Semantic PlacementLAION-SP (val)
HP Score43.7
5
Image-to-Image TranslationLAION Cat → Cat w/ glasses 5B (test)
CLIP Accuracy81.1
5
Image-to-Image TranslationLAION Horse → Zebra 5B (test)
CLIP Accuracy94
5
Image-to-Image TranslationLAION Cat → Dog 5B (test)
CLIP Accuracy93.7
5
Text-to-Image GenerationLAION
Average Attempts5.17
4
Amodal CompletionLAION
CLIP Image Score94.687
4
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