Class-Conditional Image Generation on ImageNet-256 (val) benchmark leaderboard · SOTA2 Research

Class-Conditional Image Generation on ImageNet-256 (val)

1.57Inception ScoreOpen-MAGVIT2-L

Evaluation Results

Method	Links
Open-MAGVIT2-L2026.07		1.57	1.39	4.87	2.93	6.33	4.94	6.59	5.33	5.95	4.5	4.66	7.05	2.7	1.41	4.3	4.03
DiT-XL/22026.07		1.38	0.99	4.12	2.51	5.5	4.72	8.92	4.91	5.98	3.5	3.82	6.01	2.35	1.03	3.98	3.39
SiT-XL/22026.07		1.29	1.12	4.53	2.68	6.24	4.75	9.94	5.21	6.36	3.87	4.09	6.43	2.32	0.91	4.27	3.63
iRDM2026.07		1.27	0.98	1.35	0.83	1.3	1.02	1.11	1.9	1.22	1.56	1.55	1.44	1.32	1.36	1.3	1.54
pMF-H (base)2026.07		1.25	0.88	3.91	3.15	6.43	3.93	6.62	4.88	6.69	4	4.25	6.87	2.63	1.71	4.09	3.63
VAR-d302026.07		1.08	1.12	4.18	3.18	5.71	4.51	6.37	5.19	6.52	3.77	3.88	6.28	2.63	0.88	3.95	3.51
JiT-H2026.07		1.07	1.46	3.73	2.78	5.52	6.17	5.34	4.84	6.59	3.85	3.75	6.11	2.81	1.13	3.94	3.39
Validation baseline2026.07		1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1
MAR-H2026.07		1	1.04	4.16	2.39	5.25	4.34	9.05	4.86	6.21	3.23	4.01	6.04	2.2	0.48	3.87	3.18
Drifting-L2026.07		0.97	1.61	6.12	3.2	8.84	5.83	18.2	7.12	7.89	5.31	5.7	8.45	2.69	1.07	5.93	4.91
iMF-XL2026.07		0.96	1.22	5.07	2.96	6.89	5.04	15.2	6.01	7.26	4.19	4.75	7.06	2.62	1.03	5.02	4.08
LightningDiT-XL2026.07		0.89	0.9	3.25	2.04	4.44	3.76	4.9	3.92	5.22	2.8	3.29	5.18	1.99	0.78	3.1	2.69
MDTv2-XL/22026.07		0.86	0.98	3.76	2.44	5.53	4.71	9.78	4.94	6.33	3.08	3.59	5.48	2.3	0.79	3.9	3.14
SiT-XL/2+REPA2026.07		0.85	1.01	3.63	2.35	5.13	4.33	8.15	4.58	5.99	3.02	3.34	5.29	2.12	0.72	3.61	2.99
DDT-XL/22026.07		0.83	0.96	3.74	2.36	5.29	4.6	9.07	4.68	6.18	3.06	3.49	5.44	2.15	0.97	3.77	3.11
REG-XL2026.07		0.79	0.91	3.13	2.03	4.68	3.92	7.09	4.02	5.74	2.6	2.88	4.65	1.83	0.71	3.21	2.62
RAE-XL2026.07		0.75	1.3	2.38	2.11	2.74	3.52	2.76	2.8	4.51	2.39	2.31	3.88	1.51	1.13	2.43	2.18
REPA-E SiT-XL/12026.07		0.75	1	2.79	1.86	3.41	2.83	3.3	3.07	3.89	2.04	2.41	4.13	1.47	0.66	2.4	2.14
pMF-H (FD-SIM)2026.07		0.67	0.67	1.81	0.6	1.86	2.69	2.33	2.63	4.76	2.14	2.31	3.68	1.24	1.35	2.05	1.98