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Text-to-Image Generation on GenEval (Compositional Metrics including IAA, IQA, ISTA)

94Overall Score

RAISE

Updated 29d ago

Evaluation Results

Method
RAISE 2026.02	94	100	100	95	98	83	87	-	-	-	-	-
RAISE 2026.02	94	100	100	95	98	83	87	-	-	-	-	-
Lumina-DiMOO 2025.12	92	100	97	91	94	89	82	-	-	-	-	-
Lumina-DiMOO 2025.12	91	100	97	89	93	87	80	-	-	-	-	-
Qwen-Image-RL 2026.02	91	100	95	93	92	87	83	-	-	-	-	-
FLUX.1-dev + ReflectionFlow 2026.02	91	100	98	89	95	89	75	-	-	-	-	-
Qwen-Image-RL 2026.02	91	100	95	93	92	87	83	-	-	-	-	-
FLUX.1-dev + ReflectionFlow 2026.02	91	100	98	89	95	89	75	-	-	-	-	-
Lumina-DiMOO 2025.12	89	100	94	84	92	86	79	-	-	-	-	-
Mogao 2026.03	89	100	97	83	93	84	-	-	-	-	-	80
IOMM-B 512 2026.03	89	99	92	83	94	91	-	-	-	-	-	75
Lumina-DiMOO 2025.12	88	100	94	85	89	85	76	51.93	71.98	30.86	51.59	-
BAGEL + Rewriter 2026.02	88	98	95	84	95	78	77	-	-	-	-	-
BAGEL + Rewriter 2026.02	88	98	95	84	95	78	77	-	-	-	-	-
BAGEL 2026.03	88	98	95	84	95	78	-	-	-	-	-	77
BAGEL-7B 2026.03	88	98	95	84	95	78	-	-	-	-	-	77
Qwen-Image 2025.12	87	99	92	89	88	76	77	52.02	74.44	34.13	53.53	-
Qwen-Image 2025.12	87	99	92	89	88	76	77	-	-	-	-	-
Lumina-DiMOO 2025.12	87	100	93	81	90	83	76	-	-	-	-	-
Qwen-Image 2026.02	87	99	92	89	88	76	77	-	-	-	-	-
FLUX.1-dev + Noise & Prompt Scaling 2026.02	87	99	94	85	91	80	71	-	-	-	-	-
Qwen-Image 2026.02	87	99	92	89	88	76	77	-	-	-	-	-
FLUX.1-dev + Noise & Prompt Scaling 2026.02	87	99	94	85	91	80	71	-	-	-	-	-
Qwen-Image 2026.03	87	99	92	89	88	76	-	-	-	-	-	77
UniCom 2026.03	87	98	94	81	91	82	-	-	-	-	-	77
IOMM-B 1024 2026.03	87	99	91	75	93	88	-	-	-	-	-	75
IOMM-L 512 2026.03	87	99	91	82	94	85	-	-	-	-	-	72
OmniGen2 2025.12	86	99	96	74	98	71	75	54.2	75.16	34.48	54.61	-
OmniGen2 2026.03	86	99	96	74	98	71	-	-	-	-	-	75
FLUX.1-dev + Noise Scaling 2026.02	85	100	96	91	91	52	78	-	-	-	-	-
FLUX.1-dev + Noise Scaling 2026.02	85	100	96	91	91	52	78	-	-	-	-	-
InternVL-U 2026.03	85	99	94	74	91	77	-	-	-	-	-	74
Ming-UniVision 2026.03	85	100	93	59	93	92	-	-	-	-	-	70
IOMM-L 1024 2026.03	85	100	91	71	92	78	-	-	-	-	-	78
GPT-Image-1 2025.12	84	99	92	85	92	75	61	69.07	76.74	51.26	65.69	-
VACoT 2025.12	84	99	95	80	90	66	71	-	-	-	-	-
GPT-4o 2025.12	84	99	92	85	92	75	61	-	-	-	-	-
Seedream 3.0 2026.02	84	99	96	91	93	47	80	-	-	-	-	-
GPT Image 1 [High] 2026.02	84	99	92	85	92	75	61	-	-	-	-	-
Seedream 3.0 2026.02	84	99	96	91	93	47	80	-	-	-	-	-
GPT Image 1 [High] 2026.02	84	99	92	85	92	75	61	-	-	-	-	-
Seedream 3.0 2026.03	84	99	96	91	93	47	-	-	-	-	-	80
GPT Image 1 [High] 2026.03	84	99	92	85	92	75	-	-	-	-	-	61
Z-Image 2026.03	84	100	94	78	93	62	-	-	-	-	-	77
Tar 2026.03	84	99	92	83	85	80	-	-	-	-	-	65
BLIP3-o 2026.03	84	-	-	-	-	-	-	-	-	-	-	-
UniWorld-V1 2026.03	84	98	93	81	89	74	-	-	-	-	-	71
BLIP3-o-8B* 2026.03	84	-	-	-	-	-	-	-	-	-	-	-
Uni-CoT 2025.12	83	99	95	82	89	60	72	-	-	-	-	-
HiDream-I1-Full 2026.02	83	100	98	79	91	60	72	-	-	-	-	-
HiDream-I1-Full 2026.02	83	100	98	79	91	60	72	-	-	-	-	-
X-Omni 2026.03	83	98	95	75	91	71	-	-	-	-	-	68
BAGEL 2025.12	82	99	94	81	88	64	63	58.68	71.24	38.35	56.09	-
FLUX.1-dev 2025.12	82	98	93	75	93	68	65	-	-	-	-	-
UiG 2025.12	82	99	92	81	89	61	69	-	-	-	-	-
BAGEL 2025.12	82	99	94	81	88	64	63	-	-	-	-	-
BAGEL 2026.02	82	99	94	81	88	64	63	-	-	-	-	-
BAGEL 2026.02	82	99	94	81	88	64	63	-	-	-	-	-
BAGEL 2026.03	82	99	94	81	88	64	-	-	-	-	-	63
FLUX.1 [Dev] 2026.03	82	98	93	75	93	68	-	-	-	-	-	65
SANA-1.0-1.6B + Reflect-DiT 2026.02	81	98	96	80	88	66	60	-	-	-	-	-
SANA-1.0-1.6B + Reflect-DiT 2026.02	81	98	96	80	88	66	60	-	-	-	-	-
BLIP3-o-4B 2026.03	81	-	-	-	-	-	-	-	-	-	-	-
Janus-Pro-7B 2025.12	80	99	89	59	90	79	66	-	-	-	-	-
MetaQuery-XL 2025.12	80	-	-	-	-	-	-	-	-	-	-	-
Janus-Pro 2025.12	80	99	89	59	90	79	66	-	-	-	-	-
Janus-Pro-7B 2026.02	80	99	89	59	90	79	66	-	-	-	-	-
Janus-Pro-7B 2026.02	80	99	89	59	90	79	66	-	-	-	-	-
SANA-1.0-1.6B + Noise Scaling 2026.02	80	100	93	79	91	55	62	-	-	-	-	-
Janus-Pro 2026.03	80	99	89	59	90	79	-	-	-	-	-	66
UniWorld-V1 2026.03	80	99	93	79	89	49	-	-	-	-	-	70
OmniGen2 2026.03	80	100	95	64	88	55	-	-	-	-	-	76
MetaQuery-XL 2026.03	80	-	-	-	-	-	-	-	-	-	-	-
Janus-Pro 2026.03	80	99	89	59	90	79	-	-	-	-	-	66
Janus-Pro-7B 2026.03	80	99	89	59	90	79	-	-	-	-	-	66
MetaQuery-XL 2026.03	80	-	-	-	-	-	-	-	-	-	-	-
BAGEL 2025.12	79	99	92	78	87	53	64	-	-	-	-	-
Infinity-8B 2025.12	79	-	90	-	67	62	-	-	-	-	-	-
Lumina-DiMOO 2025.12	78	96	85	70	85	72	62	-	-	-	-	-
StageVAR 2025.12	78	-	87	-	66	60	-	-	-	-	-	-
MetaQuery-L 2026.03	78	-	-	-	-	-	-	-	-	-	-	-
Meissonic + MaskFocus 2025.12	76	100	91	85	87	42	54	-	-	-	-	-
Playground v3 2026.02	76	99	95	72	82	50	54	-	-	-	-	-
Playground v3 2026.02	76	99	95	72	82	50	54	-	-	-	-	-
Show-o2 2026.03	76	100	87	58	92	52	-	-	-	-	-	62
Harmon 2026.03	76	99	86	66	85	74	-	-	-	-	-	48
Show-o2 2026.03	76	100	87	58	92	52	-	-	-	-	-	62
Show-o2-7B 2026.03	76	100	87	58	92	52	-	-	-	-	-	62
RPiAE 2026.03	76	97	86	62	89	66	-	-	-	-	-	56
RPiAE 2026.03	75	96	86	64	82	63	-	-	-	-	-	58
SD3-Medium 2025.12	74	99	94	72	89	33	60	-	-	-	-	-
FLUX.1-dev + T2I-Copilot 2026.02	74	99	91	68	86	55	46	-	-	-	-	-
FLUX.1-dev + T2I-Copilot 2026.02	74	99	91	68	86	55	46	-	-	-	-	-
SD3-Medium 2026.03	74	99	94	72	89	33	-	-	-	-	-	60
SD3-Medium 2026.03	74	99	94	72	89	33	-	-	-	-	-	60
SD3-Medium 2026.03	74	99	94	72	89	33	-	-	-	-	-	60
MetaQuery-B 2026.03	74	-	-	-	-	-	-	-	-	-	-	-
Janus-Pro-1B 2025.12	73	98	82	51	89	65	56	-	-	-	-	-
Mask-GRPO 2025.12	73	99	90	69	85	35	59	-	-	-	-	-
Meissonic + MaskGRPO 2025.12	73	100	87	83	87	39	48	-	-	-	-	-

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