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Class-conditional Image Generation on ImageNet 256x256 2012 (val)

1.35FID

LightningDiT-XL

Updated 3d ago

Evaluation Results

Method	Links
LightningDiT-XL 2026.01		1.35	295.3	0.79	0.65
MAGVIT-v2 2026.01		1.78	319.4	-	-
MAR-L 2026.01		1.78	296	81	60
Mediator 2026.01		2.01	271.04	82	60
FlexTok d18-d18 2026.01		2.02	-	-	-
SiT-XL 2026.01		2.06	277.5	83	59
DiG-XL/2-G 2026.01		2.07	278.95	82	60
LINA-H 2026.01		2.18	275.73	81	58
DiM-H 2026.01		2.21	-	-	-
DiT-XL/2 2026.01		2.27	278.24	83	57
DiT-XL/2 2026.01		2.27	278.2	0.83	0.57
DiffuSSM-XL-G 2026.01		2.28	259.13	86	56
U-ViT-H/2-G 2026.01		2.29	263.9	82	57
MAR-B 2026.01		2.31	281.7	82	57
MAR-B 2026.01		2.31	281.7	0.82	0.57
LiT-XL/2 2026.01		2.32	265.2	82.4	57.4
ResTok 2026.01		2.34	257.8	0.79	0.6
ImageFolder 2026.01		2.6	295	0.75	0.63
DiM-L 2026.01		2.64	-	-	-
VFMTok 2026.01		2.75	278.8	0.84	0.57
TiTok-L-32 2026.01		2.77	199.8	-	-
IBQ-B 2026.01		2.88	254.7	0.84	0.51
FlowAR-B 2026.01		2.9	272.5	0.84	0.54
DetailFlow-16 2026.01		2.96	221.4	0.82	0.57
SpectralAR-d16 2026.01		3.02	282.2	0.81	0.55
LlamaGen-L 2026.01		3.07	256.1	0.83	0.52
GigaTok-B-L 2026.01		3.26	221	0.81	0.56
VAR-d16 2026.01		3.3	274.4	0.84	0.51
LDM-4 2026.01		3.6	247.67	87	48
LDM-4-G 2026.01		3.6	247.7	-	-
PAR-L-4x 2026.01		3.76	218.9	0.84	0.5
LINA-H 2026.01		4.49	162.64	74	62
ADM 2026.01		4.59	186.7	82	52
CDM 2026.01		4.88	158.71	-	-
Mask-GIT 2026.01		6.18	182.1	-	-
MaskGIT 2026.01		6.18	182.1	0.8	0.51
RQTran. 2026.01		7.55	134	-	-
VQGAN 2026.01		15.78	74.3	-	-