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9.22k
Image Generation
LSUN Bedroom 256 x 256
Consistency
null
FID
8.27
Image Generation
LSUN Bedroom 256 x 256
PGGAN
http://arxiv.org/abs/1710.10196v3
FID
8.34
Image Generation
LSUN Bedroom 256 x 256
SS-GAN (sBN)
http://arxiv.org/abs/1811.11212v2
FID
13.3
Image Generation
LSUN Bedroom 256 x 256
StackGAN-v2
http://arxiv.org/abs/1710.10916v3
FID
35.61
Image Generation
LSUN Bedroom 256 x 256
ADM (dropout, DINOv2)
https://arxiv.org/abs/2105.05233v4
FD
59.64
Image Generation
LSUN Bedroom 256 x 256
ADM (dropout, DINOv2)
https://arxiv.org/abs/2105.05233v4
Precision
0.85
Image Generation
LSUN Bedroom 256 x 256
ADM (dropout, DINOv2)
https://arxiv.org/abs/2105.05233v4
Recall
0.75
Image Generation
LSUN Bedroom 256 x 256
iDDPM (DINOv2)
null
FD
166.19
Image Generation
LSUN Bedroom 256 x 256
iDDPM (DINOv2)
null
Precision
0.83
Image Generation
LSUN Bedroom 256 x 256
iDDPM (DINOv2)
null
Recall
0.64
Image Generation
LSUN Bedroom 256 x 256
Denoising Diffusion Probabilistic Model (large, DINOv2)
https://arxiv.org/abs/2006.11239v2
FD
229.76
Image Generation
LSUN Bedroom 256 x 256
Denoising Diffusion Probabilistic Model (large, DINOv2)
https://arxiv.org/abs/2006.11239v2
Precision
0.79
Image Generation
LSUN Bedroom 256 x 256
Denoising Diffusion Probabilistic Model (large, DINOv2)
https://arxiv.org/abs/2006.11239v2
Recall
0.61
Image Generation
LSUN Bedroom 256 x 256
StyleGAN (DINOv2)
null
FD
239.79
Image Generation
LSUN Bedroom 256 x 256
StyleGAN (DINOv2)
null
Precision
0.85
Image Generation
LSUN Bedroom 256 x 256
StyleGAN (DINOv2)
null
Recall
0.41
Image Generation
LSUN Bedroom 256 x 256
Consistency (DINOv2)
null
FD
428.99
Image Generation
LSUN Bedroom 256 x 256
Consistency (DINOv2)
null
Precision
0.83
Image Generation
LSUN Bedroom 256 x 256
Consistency (DINOv2)
null
Recall
0.23
Image Generation
LSUN Bedroom 256 x 256
Unleashing Transformers (DINOv2)
https://arxiv.org/abs/2111.12701v1
FD
440.04
Image Generation
LSUN Bedroom 256 x 256
Unleashing Transformers (DINOv2)
https://arxiv.org/abs/2111.12701v1
Precision
0.78
Image Generation
LSUN Bedroom 256 x 256
Unleashing Transformers (DINOv2)
https://arxiv.org/abs/2111.12701v1
Recall
0.41
Image Generation
LSUN Bedroom 256 x 256
Diffusion ProjectedGAN (DINOv2)
https://arxiv.org/abs/2206.02262v4
FD
547.61
Image Generation
LSUN Bedroom 256 x 256
Diffusion ProjectedGAN (DINOv2)
https://arxiv.org/abs/2206.02262v4
Precision
0.79
Image Generation
LSUN Bedroom 256 x 256
Diffusion ProjectedGAN (DINOv2)
https://arxiv.org/abs/2206.02262v4
Recall
0.28
Image Generation
LSUN Bedroom 256 x 256
Projected GAN (DINOv2)
https://arxiv.org/abs/2111.01007v1
FD
636.35
Image Generation
LSUN Bedroom 256 x 256
Projected GAN (DINOv2)
https://arxiv.org/abs/2111.01007v1
Precision
0.80
Image Generation
LSUN Bedroom 256 x 256
Projected GAN (DINOv2)
https://arxiv.org/abs/2111.01007v1
Recall
0.23
Image Generation
LSUN Bedroom 256 x 256
GANformer
https://arxiv.org/abs/2103.01209v4
FID-10k-training-steps
6.5085
Image Generation
LSUN Bedroom 256 x 256
StyleGAN2
https://arxiv.org/abs/2103.01209v4
FID-10k-training-steps
11.5255
Image Generation
LSUN Bedroom 256 x 256
GAN
https://arxiv.org/abs/2103.01209v4
FID-10k-training-steps
12.1567
Image Generation
LSUN Bedroom 256 x 256
SAGAN
https://arxiv.org/abs/2103.01209v4
FID-10k-training-steps
14.0595
Image Generation
LSUN Bedroom 256 x 256
VQGAN
https://arxiv.org/abs/2103.01209v4
FID-10k-training-steps
59.6333
Image Generation
FFHQ 1024 x 1024
StyleSAN-XL
https://arxiv.org/abs/2301.12811v4
FID
1.61
Image Generation
FFHQ 1024 x 1024
StyleGAN-XL
https://arxiv.org/abs/2202.00273v2
FID
2.02
Image Generation
FFHQ 1024 x 1024
Polarity-StyleGAN2
https://arxiv.org/abs/2203.01993v2
FID
2.57
Image Generation
FFHQ 1024 x 1024
MaGNET-StyleGAN2
https://arxiv.org/abs/2110.08009v3
FID
2.66
Image Generation
FFHQ 1024 x 1024
StyleGAN3-T
https://arxiv.org/abs/2106.12423v4
FID
2.79
Image Generation
FFHQ 1024 x 1024
Diffusion StyleGAN2
https://arxiv.org/abs/2206.02262v4
FID
2.83
Image Generation
FFHQ 1024 x 1024
StyleGAN2
https://arxiv.org/abs/1912.04958v2
FID
2.84
Image Generation
FFHQ 1024 x 1024
StyleGAN3-R
https://arxiv.org/abs/2106.12423v4
FID
3.07
Image Generation
FFHQ 1024 x 1024
FQ-GAN
https://arxiv.org/abs/2004.02088v2
FID
3.19
Image Generation
FFHQ 1024 x 1024
StyleGAN2 ADA+bCR
https://arxiv.org/abs/2006.06676v2
FID
3.62
Image Generation
FFHQ 1024 x 1024
SWAGAN-Bi
https://arxiv.org/abs/2102.06108v1
FID
4.06
Image Generation
FFHQ 1024 x 1024
StyleNAT
https://arxiv.org/abs/2211.05770v2
FID
4.17
Image Generation
FFHQ 1024 x 1024
StyleGAN
http://arxiv.org/abs/1812.04948v3
FID
4.4
Image Generation
FFHQ 1024 x 1024
StyleSwin
https://arxiv.org/abs/2112.10762v2
FID
5.07
Image Generation
FFHQ 1024 x 1024
MSG-StyleGAN
https://arxiv.org/abs/1903.06048v4
FID
5.8
Image Generation
FFHQ 1024 x 1024
HiT-B
https://arxiv.org/abs/2106.07631v3
FID
6.37
Image Generation
FFHQ 1024 x 1024
CIPS
https://arxiv.org/abs/2011.13775v1
FID
10.07
Image Generation
FFHQ 1024 x 1024
StyleALAE
https://arxiv.org/abs/2004.04467v1
FID
13.09
Image Generation
FFHQ 1024 x 1024
Efficient-VDVAE
https://arxiv.org/abs/2203.13751v2
bits/dimension
2.30
Image Generation
FFHQ 1024 x 1024
Very Deep VAE
https://arxiv.org/abs/2011.10650v2
bits/dimension
2.42
Image Generation
WISE
MindOmni (w/ cot)
https://arxiv.org/abs/2505.13031v1
Cultural
0.75
Image Generation
WISE
MindOmni (w/ cot)
https://arxiv.org/abs/2505.13031v1
Time
0.70
Image Generation
WISE
MindOmni (w/ cot)
https://arxiv.org/abs/2505.13031v1
Space
0.76
Image Generation
WISE
MindOmni (w/ cot)
https://arxiv.org/abs/2505.13031v1
Biology
0.76
Image Generation
WISE
MindOmni (w/ cot)
https://arxiv.org/abs/2505.13031v1
Physics
0.72
Image Generation
WISE
MindOmni (w/ cot)
https://arxiv.org/abs/2505.13031v1
Chemistry
0.52
Image Generation
WISE
MindOmni (w/ cot)
https://arxiv.org/abs/2505.13031v1
Overall
0.71
Image Generation
WISE
Bagel (w/ cot)
https://arxiv.org/abs/2505.14683v1
Cultural
0.76
Image Generation
WISE
Bagel (w/ cot)
https://arxiv.org/abs/2505.14683v1
Time
0.69
Image Generation
WISE
Bagel (w/ cot)
https://arxiv.org/abs/2505.14683v1
Space
0.75
Image Generation
WISE
Bagel (w/ cot)
https://arxiv.org/abs/2505.14683v1
Biology
0.65
Image Generation
WISE
Bagel (w/ cot)
https://arxiv.org/abs/2505.14683v1
Physics
0.75
Image Generation
WISE
Bagel (w/ cot)
https://arxiv.org/abs/2505.14683v1
Chemistry
0.58
Image Generation
WISE
Bagel (w/ cot)
https://arxiv.org/abs/2505.14683v1
Overall
0.70
Image Generation
WISE
MetaQuery-XL
null
Cultural
0.56
Image Generation
WISE
MetaQuery-XL
null
Time
0.55
Image Generation
WISE
MetaQuery-XL
null
Space
0.62
Image Generation
WISE
MetaQuery-XL
null
Biology
0.49
Image Generation
WISE
MetaQuery-XL
null
Physics
0.63
Image Generation
WISE
MetaQuery-XL
null
Chemistry
0.41
Image Generation
WISE
MetaQuery-XL
null
Overall
0.55
Image Generation
WISE
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Cultural
0.53
Image Generation
WISE
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Time
0.55
Image Generation
WISE
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Space
0.73
Image Generation
WISE
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Biology
0.45
Image Generation
WISE
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Physics
0.59
Image Generation
WISE
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Chemistry
0.41
Image Generation
WISE
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Overall
0.55
Image Generation
WISE
Bagel
https://arxiv.org/abs/2505.14683v1
Cultural
0.44
Image Generation
WISE
Bagel
https://arxiv.org/abs/2505.14683v1
Time
0.55
Image Generation
WISE
Bagel
https://arxiv.org/abs/2505.14683v1
Space
0.68
Image Generation
WISE
Bagel
https://arxiv.org/abs/2505.14683v1
Biology
0.44
Image Generation
WISE
Bagel
https://arxiv.org/abs/2505.14683v1
Physics
0.60
Image Generation
WISE
Bagel
https://arxiv.org/abs/2505.14683v1
Chemistry
0.39
Image Generation
WISE
Bagel
https://arxiv.org/abs/2505.14683v1
Overall
0.52
Image Generation
WISE
Playground-v2.5-1024px-aesthetic
https://arxiv.org/abs/2402.17245v1
Cultural
0.49
Image Generation
WISE
Playground-v2.5-1024px-aesthetic
https://arxiv.org/abs/2402.17245v1
Time
0.58
Image Generation
WISE
Playground-v2.5-1024px-aesthetic
https://arxiv.org/abs/2402.17245v1
Space
0.55
Image Generation
WISE
Playground-v2.5-1024px-aesthetic
https://arxiv.org/abs/2402.17245v1
Biology
0.43
Image Generation
WISE
Playground-v2.5-1024px-aesthetic
https://arxiv.org/abs/2402.17245v1
Physics
0.48
Image Generation
WISE
Playground-v2.5-1024px-aesthetic
https://arxiv.org/abs/2402.17245v1
Chemistry
0.33
Image Generation
WISE
Playground-v2.5-1024px-aesthetic
https://arxiv.org/abs/2402.17245v1
Overall
0.49
Image Generation
WISE
PixArt-XL-2-1024-MS
https://arxiv.org/abs/2310.00426v3
Cultural
0.45
Image Generation
WISE
PixArt-XL-2-1024-MS
https://arxiv.org/abs/2310.00426v3
Time
0.50
Image Generation
WISE
PixArt-XL-2-1024-MS
https://arxiv.org/abs/2310.00426v3
Space
0.48
Image Generation
WISE
PixArt-XL-2-1024-MS
https://arxiv.org/abs/2310.00426v3
Biology
0.49
Image Generation
WISE
PixArt-XL-2-1024-MS
https://arxiv.org/abs/2310.00426v3
Physics
0.56