Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

CelebA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image GenerationCelebA 64 x 64 (test)
FID1.03
203
Facial Attribute ClassificationCelebA
Accuracy93.22
163
ClassificationCelebA
Avg Accuracy94.9
137
Image GenerationCelebA
FID2.71
110
Unconditional image generationCelebA unconditional 64 x 64
FID1.21
95
ClassificationCelebA (test)
Average Accuracy95.9
92
Facial Attribute ClassificationCelebA (test)
Average Acc92.98
89
Model Inversion DefenseCelebA
Accuracy94.86
64
Image ReconstructionCelebA HQ (test)
FID (Reconstruction)9.54
50
Image GenerationCelebA (test)
FID3.21
49
Identity ProtectionCelebA (test)
ISM77.5
48
Attribute ClassificationCelebA (test)
Worst-group Accuracy94.94
48
Image ClassificationCelebA-HQ
Accuracy83.87
46
Blind Face RestorationCelebA (test)
SSIM100
44
Image InpaintingCelebA-HQ
LPIPS0.009
42
Sparse RecoveryCelebA (test)
MSE0.0247
40
Face AnonymizationCelebA-HQ official (test)
ReID Score24.8
40
Few-shot conditional generationCelebA-64 (train)
FID3.77
40
Image GenerationCelebA
FID2.78
39
Face RecognitionCelebA (test)
Top-1 Acc96.18
39
Image ClassificationCelebA (test)
Accuracy91.9
37
InpaintingCelebA-HQ
LPIPS0.009
36
Attribute Classification (Blurry)CelebA
Unbiased Accuracy89.79
36
Attribute Classification (Blond Hair)CelebA
Unbiased Accuracy92.62
36
Model InversionCelebA (test)
Attack Accuracy93.2
36
Showing 25 of 496 rows
...