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9.22k
Image Generation
ImageNet 512x512
simple diffusion (U-Net)
https://arxiv.org/abs/2301.11093v2
FID
4.28
Image Generation
ImageNet 512x512
simple diffusion (U-Net)
https://arxiv.org/abs/2301.11093v2
Inception score
171
Image Generation
ImageNet 512x512
MaskGIT (a=0.05)
https://arxiv.org/abs/2202.04200v1
FID
4.46
Image Generation
ImageNet 512x512
MaskGIT (a=0.05)
https://arxiv.org/abs/2202.04200v1
Inception score
342.0
Image Generation
ImageNet 512x512
simple diffusion (U-ViT, L)
https://arxiv.org/abs/2301.11093v2
FID
4.53
Image Generation
ImageNet 512x512
simple diffusion (U-ViT, L)
https://arxiv.org/abs/2301.11093v2
Inception score
205.3
Image Generation
ImageNet 512x512
MaskGIT
https://arxiv.org/abs/2202.04200v1
FID
7.32
Image Generation
ImageNet 512x512
MaskGIT
https://arxiv.org/abs/2202.04200v1
Inception score
156.0
Image Generation
ImageNet 512x512
ADM-G
https://arxiv.org/abs/2105.05233v4
FID
7.72
Image Generation
ImageNet 512x512
ADM-G
https://arxiv.org/abs/2105.05233v4
Inception score
172.71
Image Generation
AFHQ-v2 64x64
SiDA-EDM
https://arxiv.org/abs/2410.14919v4
FID
1.276
Image Generation
AFHQ-v2 64x64
SiDA-EDM
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
AFHQ-v2 64x64
SiD
https://arxiv.org/abs/2404.04057v3
FID
1.711
Image Generation
AFHQ-v2 64x64
SiD
https://arxiv.org/abs/2404.04057v3
NFE
1
Image Generation
FFHQ 64x64
SiDA-EDM
https://arxiv.org/abs/2410.14919v4
FID
1.040
Image Generation
FFHQ 64x64
SiDA-EDM
https://arxiv.org/abs/2410.14919v4
NFE
1
Image Generation
FFHQ 64x64
SiD
https://arxiv.org/abs/2404.04057v3
FID
1.55
Image Generation
FFHQ 64x64
SiD
https://arxiv.org/abs/2404.04057v3
NFE
1
Image Generation
Landscapes 256 x 256
CIPS
https://arxiv.org/abs/2011.13775v1
FID
3.61
Image Generation
ImageNet 256x256
SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG)
https://arxiv.org/abs/2505.07447v2
FID
1.06
Image Generation
ImageNet 256x256
SiT-XL/2 + UCGM-S (E2E-VAE + 40 sampling steps + CFG)
https://arxiv.org/abs/2505.07447v2
NFE
80
Image Generation
ImageNet 256x256
UCGM-XL/2 (VA-VAE + 30 sampling steps, without guidance)
https://arxiv.org/abs/2505.07447v2
FID
1.21
Image Generation
ImageNet 256x256
UCGM-XL/2 (VA-VAE + 30 sampling steps, without guidance)
https://arxiv.org/abs/2505.07447v2
NFE
30
Image Generation
ImageNet 256x256
UCGM-XL/2 (E2E-VAE + 40 sampling steps, without guidance)
https://arxiv.org/abs/2505.07447v2
FID
1.21
Image Generation
ImageNet 256x256
UCGM-XL/2 (E2E-VAE + 40 sampling steps, without guidance)
https://arxiv.org/abs/2505.07447v2
NFE
40
Image Generation
ImageNet 256x256
EDM2-L + DDO (SD-VAE, 25 steps, DPM-Solver-v3)
https://arxiv.org/abs/2503.01103v2
FID
1.21
Image Generation
ImageNet 256x256
EDM2-L + DDO (SD-VAE, 25 steps, DPM-Solver-v3)
https://arxiv.org/abs/2503.01103v2
NFE
50
Image Generation
ImageNet 256x256
LightningDiT + UCGM-S (VA-VAE + 50 sampling steps + CFG)
https://arxiv.org/abs/2505.07447v2
FID
1.21
Image Generation
ImageNet 256x256
LightningDiT + UCGM-S (VA-VAE + 50 sampling steps + CFG)
https://arxiv.org/abs/2505.07447v2
NFE
100
Image Generation
ImageNet 256x256
xAR-H
https://arxiv.org/abs/2502.20388v1
FID
1.24
Image Generation
ImageNet 256x256
SiT-XL/2 + REPA-E
https://arxiv.org/abs/2504.10483
FID
1.26
Image Generation
ImageNet 256x256
SiT-XL/2 + REPA-E
https://arxiv.org/abs/2504.10483
Inception score
314.9
Image Generation
ImageNet 256x256
DDT-XL/2(22en6de 675M + guidance interval )
https://arxiv.org/abs/2504.05741v2
FID
1.26
Image Generation
ImageNet 256x256
DDT-XL/2(22en6de 675M + guidance interval )
https://arxiv.org/abs/2504.05741v2
Inception score
310.6
Image Generation
ImageNet 256x256
xAR-L
https://arxiv.org/abs/2502.20388v1
FID
1.28
Image Generation
ImageNet 256x256
FACM (2-step)
https://arxiv.org/abs/2507.03738v1
FID
1.32
Image Generation
ImageNet 256x256
FACM (2-step)
https://arxiv.org/abs/2507.03738v1
NFE
2
Image Generation
ImageNet 256x256
GMem (with the guidance interval)
https://arxiv.org/abs/2412.08781v1
FID
1.32
Image Generation
ImageNet 256x256
SiT-XL/2 + MG
https://arxiv.org/abs/2502.12154v1
FID
1.34
Image Generation
ImageNet 256x256
AliTok-XL, autoregressive, 662M
https://arxiv.org/abs/2506.05289v1
FID
1.35
Image Generation
ImageNet 256x256
AliTok-XL, autoregressive, 662M
https://arxiv.org/abs/2506.05289v1
Inception score
318.8
Image Generation
ImageNet 256x256
LightningDiT + VA-VAE (with the guidance interval)
https://arxiv.org/abs/2501.01423v2
FID
1.35
Image Generation
ImageNet 256x256
SiD2
https://arxiv.org/abs/2410.19324v2
FID
1.38
Image Generation
ImageNet 256x256
SiT↓-XL/2+U-REPA (with the guidance interval)
https://arxiv.org/abs/2503.18414v1
FID
1.41
Image Generation
ImageNet 256x256
AliTok-XL, autoregressive, 318M
https://arxiv.org/abs/2506.05289v1
FID
1.42
Image Generation
ImageNet 256x256
AliTok-XL, autoregressive, 318M
https://arxiv.org/abs/2506.05289v1
Inception score
326.6
Image Generation
ImageNet 256x256
SiT-XL/2 + REPA (with the guidance interval)
https://arxiv.org/abs/2410.06940v2
FID
1.42
Image Generation
ImageNet 256x256
RAR-XXL, autoregressive
https://arxiv.org/abs/2411.00776v1
FID
1.48
Image Generation
ImageNet 256x256
RAR-XL, autoregressive
https://arxiv.org/abs/2411.00776v1
FID
1.50
Image Generation
ImageNet 256x256
MaskBit
https://arxiv.org/abs/2409.16211v2
FID
1.52
Image Generation
ImageNet 256x256
GMem (w/o guidance)
https://arxiv.org/abs/2412.08781v1
FID
1.53
Image Generation
ImageNet 256x256
ELM
https://arxiv.org/abs/2410.16257v1
FID
1.54
Image Generation
ImageNet 256x256
MAR-H, Diff Loss
https://arxiv.org/abs/2406.11838v3
FID
1.55
Image Generation
ImageNet 256x256
PaGoDA
https://arxiv.org/abs/2405.14822v2
FID
1.56
Image Generation
ImageNet 256x256
ViT-XL/2 with limited Interval Guidance
https://arxiv.org/abs/2303.09556v3
FID
1.57
Image Generation
ImageNet 256x256
MDTv2
https://arxiv.org/abs/2303.14389v2
FID
1.58
Image Generation
ImageNet 256x256
SiT-XL + SRA
https://arxiv.org/abs/2505.02831v4
FID
1.58
Image Generation
ImageNet 256x256
RobustTok-L
https://arxiv.org/abs/2503.08354v1
FID
1.60
Image Generation
ImageNet 256x256
DiMR-G/2R
https://arxiv.org/abs/2406.09416v2
FID
1.63
Image Generation
ImageNet 256x256
FlowAR
https://arxiv.org/abs/2412.15205v1
FID
1.65
Image Generation
ImageNet 256x256
FACM (1-step)
https://arxiv.org/abs/2507.03738v1
FID
1.70
Image Generation
ImageNet 256x256
FACM (1-step)
https://arxiv.org/abs/2507.03738v1
NFE
1
Image Generation
ImageNet 256x256
DiT-XL/2 with CADS
https://arxiv.org/abs/2310.17347v4
FID
1.70
Image Generation
ImageNet 256x256
DiMR-XL/2R
https://arxiv.org/abs/2406.09416v2
FID
1.70
Image Generation
ImageNet 256x256
RAR-L, autoregressive
https://arxiv.org/abs/2411.00776v1
FID
1.70
Image Generation
ImageNet 256x256
DiffiT
https://arxiv.org/abs/2312.02139v3
FID
1.73
Image Generation
ImageNet 256x256
VAR (Visual Autoregressive)
https://arxiv.org/abs/2404.02905v2
FID
1.73
Image Generation
ImageNet 256x256
MAGVIT-v2
https://arxiv.org/abs/2310.05737v3
FID
1.78
Image Generation
ImageNet 256x256
MAR-L, Diff Loss
https://arxiv.org/abs/2406.11838v3
FID
1.78
Image Generation
ImageNet 256x256
MDT
https://arxiv.org/abs/2303.14389v2
FID
1.79
Image Generation
ImageNet 256x256
Discriminator Guidance
https://arxiv.org/abs/2211.17091v4
FID
1.83
Image Generation
ImageNet 256x256
DoD-XL
https://arxiv.org/abs/2410.08531v1
FID
1.83
Image Generation
ImageNet 256x256
RobustTok-B
https://arxiv.org/abs/2503.08354v1
FID
1.83
Image Generation
ImageNet 256x256
ARPG-XXL
https://arxiv.org/abs/2503.10568v1
FID
1.94
Image Generation
ImageNet 256x256
RAR-B, autoregressive
https://arxiv.org/abs/2411.00776v1
FID
1.95
Image Generation
ImageNet 256x256
TiTok-S-128
https://arxiv.org/abs/2406.07550v1
FID
1.97
Image Generation
ImageNet 256x256
PixelFlow
https://arxiv.org/abs/2504.07963v1
FID
1.98
Image Generation
ImageNet 256x256
RDM
https://arxiv.org/abs/2309.03350v1
FID
1.99
Image Generation
ImageNet 256x256
FasterDiT-XL/2
https://arxiv.org/abs/2410.10356v2
FID
2.03
Image Generation
ImageNet 256x256
LEGO-XL
https://arxiv.org/abs/2310.06389v3
FID
2.05
Image Generation
ImageNet 256x256
LEGO-XL
https://arxiv.org/abs/2310.06389v3
Inception score
338.08
Image Generation
ImageNet 256x256
ARPG-XL
https://arxiv.org/abs/2503.10568v1
FID
2.1
Image Generation
ImageNet 256x256
StyleSAN-XL
https://arxiv.org/abs/2301.12811v4
FID
2.14
Image Generation
ImageNet 256x256
LlamaGen
https://arxiv.org/abs/2406.06525v1
FID
2.18
Image Generation
ImageNet 256x256
DiT-XL/2
https://arxiv.org/abs/2212.09748v2
FID
2.27
Image Generation
ImageNet 256x256
StyleGAN-XL
https://arxiv.org/abs/2202.00273v2
FID
2.30
Image Generation
ImageNet 256x256
MAR-B, Diff Loss
https://arxiv.org/abs/2406.11838v3
FID
2.31
Image Generation
ImageNet 256x256
Open-MAGVIT2-XL
https://arxiv.org/abs/2409.04410v2
FID
2.33
Image Generation
ImageNet 256x256
ACDiT
https://arxiv.org/abs/2412.07720v1
FID
2.37
Image Generation
ImageNet 256x256
ARPG-L
https://arxiv.org/abs/2503.10568v1
FID
2.44
Image Generation
ImageNet 256x256
TiTok-B-64
https://arxiv.org/abs/2406.07550v1
FID
2.48
Image Generation
ImageNet 256x256
GIVT-Causal-L+A
https://arxiv.org/abs/2312.02116v4
FID
2.59
Image Generation
ImageNet 256x256
Patch Diffusion
null
FID
2.74
Image Generation
ImageNet 256x256
TiTok-B-32
https://arxiv.org/abs/2406.07550v1
FID
2.77
Image Generation
ImageNet 256x256
DoD-B
https://arxiv.org/abs/2410.08531v1
FID
2.79
Image Generation
ImageNet 256x256
Poly-INR
https://arxiv.org/abs/2303.11424v1
FID
2.86
Image Generation
ImageNet 256x256
MGVQ
https://arxiv.org/abs/2507.07997
FID
3.02
Image Generation
ImageNet 256x256
MGVQ
https://arxiv.org/abs/2507.07997
Inception score
294.1
Image Generation
ImageNet 256x256
ADM-G++ (FID)
https://arxiv.org/abs/2211.17091v4
FID
3.18
Image Generation
ImageNet 256x256
DiGIT-0.7B
https://arxiv.org/abs/2410.12490v2
FID
3.39