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

98Overall Score

Show-o

Updated 16d ago

Evaluation Results

Method
Show-o 2026.04	98	80	66	84	31	50	68	-
SD3.5-M+Flow-GRPO+STAR 2026.06	97.59	100	100	98	96	98	94	-
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	-
SD3.5-M+Flow-GRPO 2026.06	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	-
RubricRL 2025.11	90.91	100	96.46	85.62	97.34	82.75	83.25	-
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	-
RECA 2025.09	90	100	97	76	94	91	83	-
RECA 2025.09	90	100	97	76	94	91	83	-
Nemotron-Labs-Diffusion-Image 2026.06	90	98	93	83	94	88	82	-
RubricRL 2025.11	89.69	99.69	97.47	84.38	97.07	78	79.75	-
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	-
Ovis-U1 2025.09	89	98	98	90	92	79	75	-
Ovis-U1 2025.09	89	98	98	90	92	79	75	-
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	-
SeFi-Image-5B 2026.06	88	100	92	87	90	84	76	-
IV-CoT 2026.06	88	100	96	78	92	86	79	-
BAGEL 2026.06	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	-
Qwen-Image 2026.06	87	-	92	-	-	76	77	-
SeFi-Image-2B 2026.06	87	99	93	84	91	78	78	-
SeFi-Image-1B 2026.06	87	99	91	83	92	82	75	-
Qwen-Image 2026.06	87	99	92	89	88	76	77	-
SeFi-Image-5B 2026.06	87	100	92	85	90	81	77	-
SeFi-Image-2B 2026.06	87	99	93	84	91	78	78	-
SeFi-Image-1B 2026.06	87	99	91	83	92	82	75	-
TUNA-2 2026.06	87	99	96	80	91	84	76	-
Qwen-Image-2507 2026.06	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	-
ARM-RL 2026.06	86	-	93	-	-	89	90	-
SeFi-Image-5B-Turbo 2026.06	86	99	93	81	90	84	71	-
OpenUni-L-1024 2026.06	86	99	92	76	91	82	77	-
Draco 2026.06	86	100	99	81	91	70	76	-
RECA 2025.09	86	100	98	71	93	76	77	-
RECA 2025.09	86	100	98	71	93	76	77	-
X-Omni 2025.11	85.35	99.38	93.69	74.38	94.41	77.25	73	-
CLIPScore 2025.11	85.21	99.38	93.94	72.19	96.28	76.25	73.25	-
CLIPScore 2025.11	85.18	98.75	96.97	80.62	95.21	72.5	67	-
AR-GRPO 2025.11	85.16	98.44	93.69	77.19	94.41	74.5	72.75	-
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	-
FLUX.2-Klein-9B 2026.06	85	100	96	85	91	70	68	-
ILLUME-X 2026.06	85	99	95	81	92	71	74	-

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