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9.22k
Image Generation
ImageNet 128x128
TarFlow
https://arxiv.org/abs/2412.06329v2
FID
5.03
Image Generation
ImageNet 128x128
BigGAN-deep
http://arxiv.org/abs/1809.11096v2
FID
5.7
Image Generation
ImageNet 128x128
BigGAN-deep
http://arxiv.org/abs/1809.11096v2
IS
124.5
Image Generation
ImageNet 128x128
LeCAM + DA
https://arxiv.org/abs/2104.03310v1
FID
6.54
Image Generation
ImageNet 128x128
LeCAM + DA
https://arxiv.org/abs/2104.03310v1
IS
108
Image Generation
ImageNet 128x128
CR-BigGAN
https://arxiv.org/abs/1910.12027v2
FID
6.66
Image Generation
ImageNet 128x128
DiffAugment-BigGAN
https://arxiv.org/abs/2006.10738v4
FID
6.8
Image Generation
ImageNet 128x128
DiffAugment-BigGAN
https://arxiv.org/abs/2006.10738v4
IS
100.8
Image Generation
ImageNet 128x128
BigGAN
http://arxiv.org/abs/1809.11096v2
FID
8.7
Image Generation
ImageNet 128x128
BigGAN
http://arxiv.org/abs/1809.11096v2
IS
98.8
Image Generation
ImageNet 128x128
PR-BigGAN - Recall
null
FID
9.92
Image Generation
ImageNet 128x128
PR-BigGAN - Recall
null
Precision
0.27
Image Generation
ImageNet 128x128
PR-BigGAN - Recall
null
Recall
0.42
Image Generation
ImageNet 128x128
BigGAN-OBRS
https://arxiv.org/abs/2311.00460v2
FID
11.65
Image Generation
ImageNet 128x128
BigGAN-OBRS
https://arxiv.org/abs/2311.00460v2
Precision
0.27
Image Generation
ImageNet 128x128
BigGAN-OBRS
https://arxiv.org/abs/2311.00460v2
Recall
0.46
Image Generation
ImageNet 128x128
PR-BigGAN - Precision
null
FID
20.76
Image Generation
ImageNet 128x128
PR-BigGAN - Precision
null
Precision
0.31
Image Generation
ImageNet 128x128
PR-BigGAN - Precision
null
Recall
0.28
Image Generation
ImageNet 128x128
PGMGAN
https://arxiv.org/abs/2104.00816v2
FID
21.73
Image Generation
ImageNet 128x128
PGMGAN
https://arxiv.org/abs/2104.00816v2
IS
23.31
Image Generation
ImageNet 128x128
HiT
https://arxiv.org/abs/2106.07631v3
FID
30.83
Image Generation
ImageNet 128x128
SS-GAN (sBN)
http://arxiv.org/abs/1811.11212v2
FID
43.87
Image Generation
ImageNet 512x512
EDM2-L + DDO (SD-VAE, 25 steps, DPM-Solver-v3)
https://arxiv.org/abs/2503.01103v2
FID
1.21
Image Generation
ImageNet 512x512
EDM2-L + DDO (SD-VAE, 25 steps, DPM-Solver-v3)
https://arxiv.org/abs/2503.01103v2
NFE
50
Image Generation
ImageNet 512x512
DDT-XL/2 + UCGM-S (SD-VAE + 150 sampling steps + CFG)
https://arxiv.org/abs/2505.07447v2
FID
1.24
Image Generation
ImageNet 512x512
DDT-XL/2 + UCGM-S (SD-VAE + 150 sampling steps + CFG)
https://arxiv.org/abs/2505.07447v2
NFE
300
Image Generation
ImageNet 512x512
DDT-XL/2 + UCGM-S (SD-VAE + 100 sampling steps + CFG)
https://arxiv.org/abs/2505.07447v2
FID
1.25
Image Generation
ImageNet 512x512
DDT-XL/2 + UCGM-S (SD-VAE + 100 sampling steps + CFG)
https://arxiv.org/abs/2505.07447v2
NFE
200
Image Generation
ImageNet 512x512
EDM2-XXL Autoguidance
https://arxiv.org/abs/2406.02507v3
FID
1.25
Image Generation
ImageNet 512x512
DDT-XL/2(22en6de 675M + guidance interval )
https://arxiv.org/abs/2504.05741v2
FID
1.28
Image Generation
ImageNet 512x512
DDT-XL/2(22en6de 675M + guidance interval )
https://arxiv.org/abs/2504.05741v2
Inception score
305
Image Generation
ImageNet 512x512
DDT-XL/2(22en6de 675M + guidance interval )
https://arxiv.org/abs/2504.05741v2
NFE
500
Image Generation
ImageNet 512x512
EDM2- S Autoguidance (XS, T /16)
https://arxiv.org/abs/2406.02507v3
FID
1.34
Image Generation
ImageNet 512x512
SiDA-EDM2-XXL (1.5B)
https://arxiv.org/abs/2410.14919v4
FID
1.366
Image Generation
ImageNet 512x512
SiDA-EDM2-XXL (1.5B)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
SiDA-EDM2-XL (1.1B)
https://arxiv.org/abs/2410.14919v4
FID
1.379
Image Generation
ImageNet 512x512
SiDA-EDM2-XL (1.1B)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
EDM2-XXL w/ guidance interval
https://arxiv.org/abs/2404.07724v2
FID
1.40
Image Generation
ImageNet 512x512
SiDA-EDM2-L (777M)
https://arxiv.org/abs/2410.14919v4
FID
1.413
Image Generation
ImageNet 512x512
SiDA-EDM2-L (777M)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
SiD2
https://arxiv.org/abs/2410.19324v2
FID
1.48
Image Generation
ImageNet 512x512
SiDA-EDM2-M (498M)
https://arxiv.org/abs/2410.14919v4
FID
1.488
Image Generation
ImageNet 512x512
SiDA-EDM2-M (498M)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
SiDA-EDM2-S (280M)
https://arxiv.org/abs/2410.14919v4
FID
1.669
Image Generation
ImageNet 512x512
SiDA-EDM2-S (280M)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
EDM2-S w/ guidance interval
https://arxiv.org/abs/2404.07724v2
FID
1.68
Image Generation
ImageNet 512x512
GMem
https://arxiv.org/abs/2412.08781v1
FID
1.71
Image Generation
ImageNet 512x512
DC-AE-f32 + USiT-2B
https://arxiv.org/abs/2410.10733v8
FID
1.72
Image Generation
ImageNet 512x512
MAR-L, Diff Loss
https://arxiv.org/abs/2406.11838v3
FID
1.73
Image Generation
ImageNet 512x512
SIMS
https://arxiv.org/abs/2408.16333v1
FID
1.73
Image Generation
ImageNet 512x512
PaGoDA
https://arxiv.org/abs/2405.14822v2
FID
1.80
Image Generation
ImageNet 512x512
EDM2-XXL
https://arxiv.org/abs/2312.02696v2
FID
1.81
Image Generation
ImageNet 512x512
EDM2-XXL
https://arxiv.org/abs/2312.02696v2
NFE
126
Image Generation
ImageNet 512x512
EDM2-XL
https://arxiv.org/abs/2312.02696v2
FID
1.85
Image Generation
ImageNet 512x512
EDM2-XL
https://arxiv.org/abs/2312.02696v2
NFE
126
Image Generation
ImageNet 512x512
EDM2-L
https://arxiv.org/abs/2312.02696v2
FID
1.88
Image Generation
ImageNet 512x512
EDM2-L
https://arxiv.org/abs/2312.02696v2
NFE
126
Image Generation
ImageNet 512x512
SiD-EDM2-XL (1.1B)
https://arxiv.org/abs/2410.14919v4
FID
1.888
Image Generation
ImageNet 512x512
SiD-EDM2-XL (1.1B)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
SiD-EDM2-L (777M)
https://arxiv.org/abs/2410.14919v4
FID
1.907
Image Generation
ImageNet 512x512
SiD-EDM2-L (777M)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
MAGVIT-v2
https://arxiv.org/abs/2310.05737v3
FID
1.91
Image Generation
ImageNet 512x512
MAGVIT-v2
https://arxiv.org/abs/2310.05737v3
Inception score
324.3
Image Generation
ImageNet 512x512
SiD-EDM2-XXL (1.5B)
https://arxiv.org/abs/2410.14919v4
FID
1.969
Image Generation
ImageNet 512x512
SiD-EDM2-XXL (1.5B)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
EDM2-M
https://arxiv.org/abs/2312.02696v2
FID
2.01
Image Generation
ImageNet 512x512
EDM2-M
https://arxiv.org/abs/2312.02696v2
NFE
126
Image Generation
ImageNet 512x512
SiD-EDM2-M (498M)
https://arxiv.org/abs/2410.14919v4
FID
2.06
Image Generation
ImageNet 512x512
SiD-EDM2-M (498M)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
TiTok-B-128
https://arxiv.org/abs/2406.07550v1
FID
2.13
Image Generation
ImageNet 512x512
SiDA-EDM2-XS (125M)
https://arxiv.org/abs/2410.14919v4
FID
2.156
Image Generation
ImageNet 512x512
SiDA-EDM2-XS (125M)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
EDM2-S
https://arxiv.org/abs/2312.02696v2
FID
2.23
Image Generation
ImageNet 512x512
EDM2-S
https://arxiv.org/abs/2312.02696v2
NFE
126
Image Generation
ImageNet 512x512
DiT-XL/2 with CADS
https://arxiv.org/abs/2310.17347v4
FID
2.31
Image Generation
ImageNet 512x512
StyleGAN-XL
https://arxiv.org/abs/2202.00273v2
FID
2.40
Image Generation
ImageNet 512x512
TiTok-L-64
https://arxiv.org/abs/2406.07550v1
FID
2.49
Image Generation
ImageNet 512x512
DiffiT
https://arxiv.org/abs/2312.02139v3
FID
2.67
Image Generation
ImageNet 512x512
DiffiT
https://arxiv.org/abs/2312.02139v3
Inception score
252.12
Image Generation
ImageNet 512x512
SiD-EDM2-S (280M)
https://arxiv.org/abs/2410.14919v4
FID
2.707
Image Generation
ImageNet 512x512
SiD-EDM2-S (280M)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
DiT-XL/2 with SA-Solver
https://arxiv.org/abs/2309.05019v2
FID
2.80
Image Generation
ImageNet 512x512
DiMR-XL/3R
https://arxiv.org/abs/2406.09416v2
FID
2.89
Image Generation
ImageNet 512x512
EDM2-XS
https://arxiv.org/abs/2312.02696v2
FID
2.91
Image Generation
ImageNet 512x512
EDM2-XS
https://arxiv.org/abs/2312.02696v2
NFE
126
Image Generation
ImageNet 512x512
GIVT-Causal-L+A
https://arxiv.org/abs/2312.02116v4
FID
2.92
Image Generation
ImageNet 512x512
DiT-XL/2
https://arxiv.org/abs/2212.09748v2
FID
3.04
Image Generation
ImageNet 512x512
DiT-XL/2
https://arxiv.org/abs/2212.09748v2
Inception score
240.82
Image Generation
ImageNet 512x512
MAGVIT-v2 (w/o guidance)
https://arxiv.org/abs/2310.05737v3
FID
3.07
Image Generation
ImageNet 512x512
MAGVIT-v2 (w/o guidance)
https://arxiv.org/abs/2310.05737v3
Inception score
213.1
Image Generation
ImageNet 512x512
SiD-EDM2-XS (125M)
https://arxiv.org/abs/2410.14919v4
FID
3.353
Image Generation
ImageNet 512x512
SiD-EDM2-XS (125M)
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
ImageNet 512x512
DPC-U
https://openreview.net/forum?id=VM8batVBWvg
FID
3.54
Image Generation
ImageNet 512x512
DPC-U
https://openreview.net/forum?id=VM8batVBWvg
Inception score
350.2
Image Generation
ImageNet 512x512
Latent Diffusion (LDM-4-G)
https://arxiv.org/abs/2112.10752v2
FID
3.60
Image Generation
ImageNet 512x512
Latent Diffusion (LDM-4-G)
https://arxiv.org/abs/2112.10752v2
Inception score
247.67
Image Generation
ImageNet 512x512
Poly-INR
https://arxiv.org/abs/2303.11424v1
FID
3.81
Image Generation
ImageNet 512x512
ADM-G, ADM-U
https://arxiv.org/abs/2105.05233v4
FID
3.85
Image Generation
ImageNet 512x512
ADM-G, ADM-U
https://arxiv.org/abs/2105.05233v4
Inception score
221.72