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

Conditional Image Generation on ImageNet 256x256 1.0 (train val)

1.42FID

SiT-XL/2 + REPA

Updated 4d ago

Evaluation Results

Method	Links
SiT-XL/2 + REPA 2024.12		1.42	305.7	0.8	0.65	-	-	-
MAR-H 2024.12		1.55	303.7	0.81	0.62	145.08	0.12	1.22
MDTv2-XL/2 2024.12		1.58	314.7	0.79	0.65	125.43	0.59	-
SiT-XL (SoftVQ-L) 2024.12		1.86	293.6	0.81	0.63	29.23	5.39	0.61
MAR-H (SoftVQ-BL) 2024.12		1.93	289.4	0.8	0.61	86.55	0.89	0.65
TiTok-S-128 2024.12		1.97	281.8	-	-	33.03	6.5	1.61
SiT-XL/2 2024.12		2.06	270.3	0.82	0.59	81.92	0.54	-
DiT-XL/2 2024.12		2.27	278.2	0.83	0.53	80.73	0.51	-
U-ViT-H/2 2024.12		2.29	263.9	0.82	0.57	128.89	0.98	0.62
MAR-H 2024.12		2.35	227.8	0.79	0.62	145.08	0.12	1.22
SiT-XL (SoftVQ-L) 2024.12		2.44	310.6	0.77	0.63	14.73	10.11	0.74
MAR-H (SoftVQ-L) 2024.12		2.54	273.6	0.78	0.61	67.93	2.19	0.61
MAR-H (SoftVQ-BL) 2024.12		2.81	218.3	0.78	0.62	86.55	0.89	0.65
DiT-XL (SoftVQ-L) 2024.12		2.93	268.5	0.84	0.55	28.81	4.51	0.61
LlamaGen-3B 2024.12		3.06	279.7	0.8	0.58	781.56	2.9	2.08
LDM-4 2024.12		3.6	247.7	0.87	0.48	157.92	0.37	0.27
DiT-XL (SoftVQ-L) 2024.12		3.69	270.4	0.83	0.53	14.52	8.74	0.74
RQ-Trans. 2024.12		3.8	323.7	-	-	908.91	7.85	3.2
MAR-H (SoftVQ-L) 2024.12		3.83	211.2	0.77	0.61	67.93	2.19	0.61
Taming-Trans. 2024.12		5.2	290.3	-	-	-	-	7.94
MaskGIT 2024.12		6.18	182.1	0.8	0.51	-	-	2.28
MAGE 2024.12		6.93	195.8	-	-	-	-	-
LDM-4 2024.12		10.56	103.5	0.71	0.62	157.92	0.37	0.27