Text-to-Image Generation on GenEval (Compositional Attributes)

88.3Overall ScoreAmber-Image-6B

Evaluation Results

Method
Amber-Image-6B2026.02	88.3	96.3	87.9	87.5	89.4	88	81	—
Amber-Image-10B2026.02	88.1	96.3	84.9	90	86.2	85	86	—
Qwen-Image2025.12	87	99	92	89	88	76	77	—
LongCat-Image2025.12	87	99	98	86	86	75	73	—
ParaUni2025.12	87	99	94	78	91	83	76	—
Qwen-Image2026.02	87	99	92	89	88	76	77	—
LongCat-Image2026.02	87	99	98	86	86	75	73	—
CoR-Painter2026.03	87	100	96	63	93	90	—	77
OpenUni2025.12	86	99	92	76	91	82	77	—
DraCo2025.12	86	100	99	81	91	70	—	76
Janus-FocusDiff-7B2026.03	85	99	95	63	93	85	—	75
GPT Image 1 [High]2025.12	84	99	92	85	92	75	61	—
Seedream 3.02025.12	84	99	96	91	93	47	80	—
Seedream 4.02025.12	84	99	92	72	91	76	74	—
BLIP3-o 8B2025.12	84	—	—	—	—	—	—	—
Seedream 3.02026.02	84	99	96	91	93	47	80	—
GPT Image 12026.02	84	99	92	85	92	75	61	—
Z-Image2026.02	84	100	94	78	93	62	77	—
Ovis-Image2026.02	84	100	97	76	86	67	80	—
Janus-Pro + SUDER2025.05	84	99	89	70	92	82	—	71
HiDream-I1-Full2025.12	83	100	98	79	91	60	72	—
HiDream-I1-Full2026.02	83	100	98	79	91	60	72	—
Janus-Pro + OSPO2025.05	83	100	90	63	91	83	—	72
BAGEL2025.12	82	99	94	81	88	64	63	—
BAGEL-Think2025.12	82	99	94	81	88	64	—	63
Z-Image-Turbo2026.02	82	100	95	77	89	65	68	—
BLIP3-o-4B2025.12	81	—	—	—	—	—	—	—
Janus-Pro-7B2025.12	80	99	89	59	90	79	66	—
Janus-Pro-7B2025.12	80	99	89	59	90	79	—	66
OmniGen22026.02	80	100	95	64	88	55	76	—
Janus-Pro2026.02	80	99	89	59	90	79	66	—
Janus-Pro-7B2026.03	80	99	89	59	90	79	—	66
Janus-Pro2025.05	80	98	87	57	89	78	—	67
Janus-Pro + SILMM2025.05	80	98	87	58	90	77	—	71
T2I-R12025.12	79	99	91	53	91	76	—	65
T2I-R12026.03	79	99	91	53	91	76	—	65
PPCL-OPPO-10B2026.02	78.4	96.8	88.5	82.2	84	52.1	67	—
BAGEL2025.12	78	99	94	81	88	64	—	63
Janus-Pro + SUDER2025.05	78	99	87	54	90	74	—	62
Show-o22025.05	76	100	87	58	92	52	—	62
Janus-Pro + OSPO2025.05	76	99	89	48	92	67	—	61
GoT-R1-7B2026.03	75	99	94	50	90	46	—	68
Janus-Pro + SILMM2025.05	75	99	86	48	89	70	—	62
SD3-Medium2025.12	74	99	94	72	89	33	60	—
MetaQuery2025.12	74	—	—	—	—	—	—	—
SD3-Medium2025.12	74	99	94	72	89	33	—	60
SD3-Medium2025.05	74	99	94	72	89	33	—	60
Lumina-Image 2.02025.12	73	—	87	67	—	—	62	—
Infinity2026.03	73	—	85	—	—	49	—	57
Janus-Pro2025.05	73	99	82	48	89	62	—	57
HunyuanImage-3.02025.12	72	100	92	48	82	42	63	—
HunyuanImage-3.02026.02	72	100	92	48	82	42	63	—
SD-3.5-large2025.12	71	98	89	73	83	34	47	—
SD3.5-Large2026.02	71	98	89	73	83	34	47	—
Show-o+PARM2026.03	69	97	75	60	83	54	—	53
Show-o2025.12	68	95	52	49	82	11	28	—
Show-o2026.03	68	98	80	66	84	31	—	50
DALL-E 32025.12	67	96	87	47	83	43	45	—
DALL-E 32025.12	67	96	87	47	83	43	—	45
DALL-E 32025.05	67	96	87	47	83	43	—	43
FLUX.1-dev2025.12	66	98	81	74	79	22	45	—
FLUX.1[Dev]2026.02	66	98	81	74	79	22	45	—
DDT-LLaMA2026.03	66	99	64	56	87	39	—	48
EMU32026.03	64	99	76	38	85	45	—	40
JanusFlow2025.12	63	97	59	45	83	53	42	—
LMFusion2025.12	63	—	—	—	—	—	—	—
TokenFlow-XL2025.12	63	95	60	41	81	16	24	—
SD-3-Medium2025.12	62	98	74	63	67	34	36	—
SD3 Medium2026.02	62	98	74	63	67	34	36	—
Janus2025.12	61	97	68	30	84	46	42	—
Unitok-MLLM2025.05	59	99	75	39	80	21	—	41
SDXL2025.12	55	98	74	39	85	15	23	—
SDXL2025.12	55	98	74	39	85	15	—	23
Show-o+PARM2025.12	55	98	55	54	83	13	—	29
SD-XL2026.03	55	98	74	63	67	34	—	36
SD-XL2025.05	55	98	74	39	85	15	—	15
Emu32025.12	54	98	71	34	81	17	21	—
Emu3-Gen2025.12	54	98	71	34	81	17	21	—
Emu3-Gen2026.02	54	98	71	34	81	17	21	—
Show-o2025.12	53	95	52	49	82	11	28	—
Show-o2025.12	53	95	52	49	82	11	—	28
DALL-E 22025.12	52	94	66	49	77	10	19	—
Emu32025.05	52	98	69	33	78	15	—	16
SEED-X2025.12	51	97	58	26	80	19	14	—
SDv2.12025.12	50	98	51	44	85	7	17	—
PixArt-α2025.12	48	98	50	44	80	8	7	—
PixArt-α2025.12	48	98	50	44	80	8	7	—
PixArt-α2026.02	48	98	50	44	80	8	7	—
PixArt-α2026.03	48	98	50	44	80	8	—	7
SDv1.52025.12	43	97	38	35	76	4	6	—
SD-v1.52026.03	43	97	38	35	76	4	—	6
Chameleon2025.12	39	—	—	—	—	—	—	—
LDM2025.12	37	92	29	23	70	2	5	—
LlamaGen2025.12	32	71	34	21	58	7	4	—
LlamaGen2025.12	32	71	34	21	58	7	—	4
LlamaGen2026.03	32	71	34	21	58	7	—	4