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Text-to-Image Generation on GenEval (Compositional Metrics Subset)

98Overall Score

Show-o

Updated 1d ago

Evaluation Results

Method
Show-o 2026.04	98	80	66	84	31	50	68	-
URSA (w/ UDM-GRPO) 2026.04	96	100	100	95	97	97	85	-
OctoT2I 2026.06	96	100	99	95	94	100	86	-
SD3.5-M+Flow-GRPO 2026.03	95	100	99	95	92	99	86	-
SD3.5-M (w/ Flow-GRPO) 2026.04	95	100	99	95	92	99	86	-
OmniGen2 2025.06	95	99	100	93	91	100	86	-
SD3.5-M w/ Flow-GRPO 2026.05	95	100	99	95	92	99	86	-
Ming-Flash-Omni 2025.10	94	99	98	92	94	96	89	-
SD3.5-M+CRD 2026.03	93	100	98	92	88	90	73	-
FUDOKI w/ dFlowGRPO 2026.05	93	97	93	92	91	88	97	-
Flow-GRPO 2026.06	93	99	99	88	95	95	86	-
SD3.5-M+DiffusionNFT 2026.03	92	100	99	96	82	78	73	-
LatentUMVis-Gen + pixel-reward 2026.04	92	99	95	95	92	92	81	-
SD3.5-M+AWM 2026.03	91	100	98	95	77	78	65	-
Qwen-Image-RL 2025.10	91	100	95	93	92	87	83	-
LVRPO 2026.03	91	99	96	87	96	83	81	-
BLIP3o-NEXT 2026.04	91	99	95	88	90	92	79	-
BAGEL-RvR 2026.04	91	100	96	91	93	86	80	-
Lumina-Dimoo w/ selfGRPO 2026.05	91	100	96	87	95	85	82	-
EMF 2026.04	90	100	94	88	92	91	76	-
TUNA 2026.05	90	100	97	81	91	88	83	-
Lance 2026.05	90	100	94	84	97	87	81	-
LLaDA2.0-Uni 2026.04	89	100	98	73	92	90	84	-
Mogao 2026.05	89	100	97	83	93	84	80	-
Janus-Pro + GCPO 2026.05	89	100	95	84	89	83	83	-
BAGEL 2026.04	88	98	95	84	95	78	77	-
BAGEL 2025.06	88	98	95	84	95	78	77	-
Lumina-DiMOO 2026.04	88	100	94	85	89	85	76	-
Lumina-Dimoo 2026.05	88	100	94	85	89	85	76	-
BAGEL 2026.05	88	98	95	84	95	78	77	-
BAGEL 2026.05	88	98	95	84	95	78	77	-
Lumina-DiMOO + ML-Cache 2026.03	87.83	100	93.75	85.94	89.63	84.5	75.5	-
Lumina-DiMOO + LADR 2026.03	87.3	99.06	91.41	81.88	91.22	85.5	74.75	-
Qwen-Image 2025.10	87	99	92	89	88	76	77	-
Stepwise-Flow-GRPO 2026.03	87	99	93	89	87	73	80	-
Qwen-Image 2026.04	87	99	92	89	88	76	77	-
LatentUMVis-Gen 2026.04	87	99	92	85	87	89	71	-
Qwen-Image 2026.04	87	99	92	89	88	76	77	-
Nucleus-Image 2026.04	87	99	95	78	92	85	71	-
Qwen-Image 2026.04	87	99	92	89	88	76	77	-
TBAC-UniImage-3B 2026.04	87	99	94	77	92	83	75	-
Qwen-Image 2026.04	87	99	92	89	88	76	77	-
Qwen-Image 2026.04	87	99	92	89	88	76	77	-
LongCat-Image 2026.04	87	99	98	86	86	75	73	-
Qwen-Image 2026.05	87	99	92	89	88	76	77	-
TUNA-2 2026.05	87	99	96	80	91	84	76	-
Qwen-Image-2507 2026.05	87	99	92	89	88	76	77	-
Lumina-DiMOO 2026.03	86.66	97.5	93.94	85	91.49	79	73	-
AD-Loop 2026.02	86	98	94	83	90	80	74	-
OmniGen2 2025.10	86	99	96	74	98	71	75	-
UAE 2025.11	86	-	-	-	-	-	-	-
RecA 2025.11	86	100	98	71	93	76	77	-
DeCo-XXL/16 2025.11	86	100	92	72	91	80	79	-
BitDance 2026.04	86	100	96	71	95	72	83	-
FiMR 2026.04	86	99	95	70	94	84	76	-
BLIP3o-NEXT 2026.04	86	99	93	84	84	86	70	-
Emu3.5 2026.04	86	-	-	-	-	-	-	-
LLaDA-o 2026.04	86	99	98	73	96	69	83	-
Janus-Pro-R1 2026.05	86	99	94	66	92	87	78	-
LatentUMBase 2026.04	85	99	92	72	91	83	73	-
CAFM 2026.04	85	99	92	81	94	71	71	-
FiMR 2026.04	85	99	95	65	94	83	76	-
EMF 2026.04	85	99	91	81	86	86	66	-
InternVL-U 2026.04	85	99	94	74	91	77	74	-
BAGEL-RvE (IRG) 2026.04	85	98	94	83	86	74	73	-
InternVL-U 2026.05	85	99	94	74	91	77	74	-
Janus-Pro + GRPO 2026.05	85	99	93	81	83	83	73	-
GPT-4o 2026.03	84	99	92	85	92	75	61	-
UniWorld-V1 2025.10	84	98	93	81	89	74	71	-
Z-Image 2025.10	84	100	94	78	93	62	77	-
ReFocus 2025.10	84	99	92	82	86	81	60	-
GPT-4o 2026.03	84	99	92	85	92	75	61	-
BLIP3o 8B 2026.04	84	-	-	-	-	-	-	-
Seedream 3.0 2026.04	84	99	96	91	93	47	80	-
GPT Image 1 High 2026.04	84	99	92	85	92	75	61	-
GPT Image 1 2026.04	84	99	92	85	92	75	61	-
Seedream 3.0 2026.04	84	99	96	91	93	47	80	-
Z-Image 2026.04	84	100	94	78	93	62	77	-
Tar 2026.04	84	98	92	83	85	80	65	-
Blip-3o 2026.04	84	-	-	-	-	-	-	-
Seedream 3.0 2026.04	84	99	96	91	93	47	80	-
GPT Image 1 [High] 2026.04	84	99	92	85	92	75	61	-
OpenUni-B-512 2026.04	84	99	91	74	90	77	73	-
BLIP3-o 8B 2025.06	84	-	-	-	-	-	-	-
UniWorld-V1 2025.06	84	98	93	81	89	74	71	-
Seedream 3.0 2026.04	84	99	96	91	93	47	80	-
BLIP3-o 2026.04	84	-	-	-	-	-	-	-
SpatialFusion 2026.04	84	100	95	78	92	76	71	-
GPT Image 1 2026.05	84	99	92	85	92	75	61	-
Lumina-DiMOO + Prophet 2026.03	83.91	96.56	91.16	84.06	86.44	74.5	70.75	-
MindOmni 2026.02	83	99	94	71	90	71	71	-
HiDream-I1-Full 2026.04	83	100	98	79	91	60	72	-
HiDream-I1-Full 2026.04	83	100	98	79	91	60	72	-
Janus-R1 2026.04	83	100	94	51	93	88	72	-
FiMR 2026.04	83	99	94	58	93	82	75	-
HiDream-I1-Full 2026.04	83	100	98	79	91	60	72	-
BLIP3-o-8B 2026.04	83	-	-	-	-	-	-	-
Tar-7B 2026.04	83	-	92	83	65	-	-	-
rCM 2026.04	83	100	98	80	86	59	73	-
NextFlow 2026.04	83	98	92	73	90	77	69	-

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