Image Generation on MS-COCO 2017 (val) benchmark leaderboard · SOTA2 Research

Image Generation on MS-COCO 2017 (val)

11.84Latency (s)Parallel Jacobi Decoding

Evaluation Results

Method
Parallel Jacobi Decoding2026.06	11.84	213	4.19	4.81	45.12	28.67	22.07
Parallel Jacobi Decoding2026.06	13.8	248	3.59	4.13	46.23	28.66	21.57
Grouped Speculative Decoding2026.06	19.31	383	2.57	2.67	47.13	28.12	20.89
Parallel Jacobi Decoding2026.06	22.62	328	8.72	7.18	32.98	31.48	31.01
Parallel Jacobi Decoding2026.06	24.78	371	7.96	6.35	32.38	31.53	31.23
Speculative Jacobi Decoding2026.06	27.55	631	1.8	1.62	46.18	28.58	21.83
Parallel Jacobi Decoding2026.06	32.91	476	5.99	4.95	31.94	31.55	31.54
Grouped Speculative Decoding2026.06	34.36	698	5.74	3.38	33.41	31.46	31.48
Vanilla AR2026.06	49.58	1,024	1	1	45.02	28.59	22.11
Speculative Jacobi Decoding2026.06	52.97	1,056	3.72	2.23	30.87	31.65	32.94
Vanilla AR2026.06	197.16	2,357	1	1	30.79	31.31	32.81