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

Image Generation on ImageNet 256 (val)

2.79Inception ScoreOpen-MAGVIT2-L

Evaluation Results

Method	Links
Open-MAGVIT2-L2026.07		2.79	2.72	85.9	16.5	84	36.1	114	37.6	52.9	38.4	90.6	96	11.3	5.55	48.2
DiT-XL/22026.07		2.11	1.35	59.9	12.7	62.2	34.5	204	31.9	53.4	24.1	57.4	67.9	8	1.96	44.4
pMF-H (base)2026.07		1.78	0.91	54.6	17.8	87.5	22.4	115	30.5	65.7	31.5	70.6	94.4	10.9	8.91	43.7
SiT-XL/22026.07		1.73	1.77	75.3	14.3	79	35.1	258	35.3	60.9	29.5	68	76.7	7.56	2.08	53.2
iRDM2026.07		1.54	0.98	3.52	0.69	4.76	1.17	1.39	2.69	1.62	3.16	5.31	3.12	1.8	5.83	2.69
JiT-H2026.07		1.26	3.06	48.1	14.2	66	51.1	74.4	31.6	64.1	30.4	60.7	73.3	12.3	2.56	38.1
VAR-d302026.07		1.13	1.73	63.8	18.7	67.4	30.3	108	34.7	61.1	29.7	62.4	75.9	11.4	1.34	40.6
iMF-XL2026.07		0.87	2.08	91	17.7	98.1	40.2	594	46.4	79	35	92.9	93.1	10.8	3.2	86.1
Drifting-L2026.07		0.8	3.61	136	21.1	157	53	845	64.2	92	52.5	133	128	11.8	3.98	122
MAR-H2026.07		0.79	1.19	61.5	11	56.5	28.7	219	30.1	57.4	20.7	65	68.1	7.18	0.37	44.8
LightningDiT-XL2026.07		0.67	0.92	36.8	8.12	41.5	21.3	61.7	19.9	39.9	14.1	41.6	50.3	5.93	1.63	24.6
MDTv2-XL/22026.07		0.63	1.23	50	11.8	60.5	34.8	254	31.9	59.9	19	51.3	56.8	7.82	1.69	45.8
SiT-XL/2+REPA2026.07		0.56	1.37	47.2	11.1	55.4	29.3	171	27.7	54.1	18.4	45.3	52.5	6.4	1.37	37.3
DDT-XL/22026.07		0.46	1.2	49.6	11.1	57.1	33	213	28.5	57.2	18.3	48.8	55.2	6.61	1.55	41.5
REG-XL2026.07		0.44	1.06	33.9	8.02	46.4	24	127	21.3	49.5	13.3	31.8	39.2	4.74	1.44	28.7
RAE-XL2026.07		0.36	2.34	19	7.36	14.9	16.6	18.4	10.4	28.8	11.1	18.5	26.7	3.32	4.12	13
REPA-E SiT-XL/12026.07		0.34	1.26	26.1	6.19	24	11.9	26.9	12.9	21.9	7.97	21.6	31.8	2.64	0.87	14
pMF-H (FD-SIM)2026.07		0.22	0.36	10.3	0.37	6.34	10.5	12.5	9.39	33.2	8.72	18.5	24.5	2.28	6.56	10.3