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Image Generation on GenEval (Detailed Compositional Metrics)

95Overall GenEval Score

OmniGen2

Updated 22d ago

Evaluation Results

Method
OmniGen2 2025.06	95	-	-	-	-	-	-
Qwen-Image 2025.06	91	-	-	-	-	-	-
Tuna 2026.04	90	100	97	81	91	88	83
Mogao 2026.04	89	100	97	83	93	84	80
BAGEL 2025.06	88	-	-	-	-	-	-
BAGEL 2026.04	88	98	95	84	95	78	77
Tuna-R 2026.04	88	100	95	82	89	86	79
BAGEL 2026.06	88	-	95	-	-	78	-
HYDRA-X 2026.06	88	-	95	-	-	84	-
LongCat-Image 2026.03	87	99	98	86	86	75	73
LongCat-Image 2026.04	87	99	98	86	86	75	73
Qwen-Image 2026.04	87	99	92	89	88	76	77
HBridge 2026.04	87	100	96	80	94	77	78
Tuna-2 2026.04	87	99	96	80	91	84	76
BLIP3o-8B (Ours) 2026.06	87	99	93	71	94	90	75
OmniGen2 2026.04	86	99	96	74	98	71	75
Ming-UniVision 2026.04	85	100	93	59	93	92	70
Ming-UniVision 2026.06	85	-	93	-	-	92	-
BAGEL (Ours) 2026.06	85	99	95	87	90	67	72
Z-Image 2026.03	84	100	94	78	93	62	77
BLIP3-o 8B 2025.06	84	-	-	-	-	-	-
UniWorld-V1 2025.06	84	-	-	-	-	-	-
Seedream 3.0 2026.04	84	99	96	91	93	47	80
Tar 2026.04	84	99	92	83	85	80	65
BLIP3-o 2026.04	84	-	-	-	-	-	-
UniWorld-V1 2026.04	84	98	93	81	89	74	71
Blip3-o 2026.06	84	-	-	-	-	-	-
SUDER 2026.06	84	99	89	70	92	82	71
BLIP3o-8B 2026.06	84	100	85	63	92	90	74
DeepGen1.0 2026.03	83	99	97	68	90	71	71
BAGEL 2026.03	82	99	94	81	88	64	63
BAGEL 2025.06	82	-	-	-	-	-	-
FLUX.1 [dev] 2026.04	82	98	93	75	93	68	65
Z-Image-Turbo 2026.04	82	100	95	77	89	65	68
FLUX.1 [Dev] 2026.06	82	-	93	-	-	68	-
UniGame 2026.06	82	99	91	62	93	80	68
UniCorn 2026.06	82	99	94	80	88	61	73
BAGEL 2026.06	82	99	94	81	88	64	63
OmniGen2 2026.03	80	100	95	64	88	55	76
Janus-Pro 2025.03	80	-	-	-	-	-	-
Janus-Pro 2025.06	80	-	-	-	-	-	-
MetaQuery-XL 2025.06	80	-	-	-	-	-	-
Janus-Pro 2026.04	80	99	89	59	90	79	66
Janus-Pro 2026.06	80	-	89	-	-	79	-
Janus-Pro-7B 2026.06	80	99	89	59	90	79	66
UniRL (SFT) 2026.06	77	99	93	62	89	55	68
OrbitQuant 2026.07	76.7	99.7	88.9	78.1	88.8	45	59.8
AdaTSQ 2026.07	76.2	99.4	89.1	68.1	87.2	52	61.3
Show-o2 2025.03	76	-	-	-	-	-	-
Show-o2 2026.04	76	100	87	58	92	52	62
Harmon 2026.06	76	-	86	-	-	74	-
Show-o2 2026.06	76	-	87	-	-	52	-
FP16 2026.07	75.4	100	90.7	70.9	85.9	46.8	58.3
DualToken 2025.03	75	-	-	-	-	-	-
SD3-M 2026.04	74	99	94	72	89	33	60
SD3-Med 2026.06	74	-	94	-	-	33	-
Show-o2 2025.03	73	-	-	-	-	-	-
Show-o2 2026.06	73	-	86	-	-	46	-
DreamLite 2026.03	72	98	88	65	90	35	52
DualToken 2025.03	72	-	-	-	-	-	-
SVDQuant 2026.07	71.8	99.4	84.3	63.3	83.3	48.5	52
OrbitQuant 2026.07	70.3	99.1	88.1	70.6	80.3	32.3	51.2
SnapGen 2026.03	70	-	-	-	-	-	-
Nitro-E-GRPO 2026.03	70	100	88	63	86	32	48
Show-o 2026.06	69	98	85	67	81	28	55
Show-o 2025.06	68	-	-	-	-	-	-
OmniGen 2025.06	68	-	-	-	-	-	-
AdaTSQ 2026.07	68	99.7	89.4	62.2	79.3	27.8	49.8
FLUX.1-Dev 2026.03	67	99	81	79	74	20	47
SANA-1.6B 2026.03	67	99	80	62	89	27	43
ViDiT-Q 2026.07	66.8	97.2	70.5	58.4	77.7	43.5	53.3
FP16 2026.07	66.7	98.4	82.3	76.9	77.1	20.3	45
FP16 2026.07	66.4	99.7	88.4	60	74.2	27.5	48.8
SnapGen++ 2026.03	66	-	-	-	-	-	-
EMU3 2025.03	66	-	-	-	-	-	-
FLUX.1-dev 2025.06	66	-	-	-	-	-	-
Emu3 2025.06	66	-	-	-	-	-	-
Emu3 2026.04	66	-	-	-	-	-	-
Emu3 2026.06	66	-	-	-	-	-	-
SANA-0.6B 2026.03	64	98	78	59	86	22	40
OrbitQuant 2026.07	63.3	98.8	76.8	69.1	75.5	17.8	42
Hunyuan-DiT 2026.03	63	97	77	71	88	13	30
TokenFlow-XL 2025.03	63	-	-	-	-	-	-
UniToken 2025.03	63	-	-	-	-	-	-
Transfusion 2026.04	63	-	-	-	-	-	-
SVDQuant 2026.07	62.4	99.4	91	45	70.8	26	42
SD3-medium 2025.06	62	-	-	-	-	-	-
AdaTSQ 2026.07	61.8	98.1	77	64	70.8	26	35
Janus 2025.03	61	-	-	-	-	-	-
ILLUME 2025.03	61	-	-	-	-	-	-
Janus 2026.06	61	97	68	30	84	46	42
ILLUME 2026.06	61	99	86	45	71	39	28
OrbitQuant 2026.07	60.4	97.2	69.7	57.5	76.6	19.8	42
SVDQuant 2026.07	57.3	98.1	71	61	69.8	14	30
Muse-VL 2025.03	57	-	-	-	-	-	-
MUSE-VL 2026.04	57	-	-	-	-	-	-
MUSE-VL 2026.06	57	-	64	-	-	25	-
VARGPT-v1.1 (Ours) 2026.06	56	97	59	56	85	15	24
SDXL 2025.03	55	-	-	-	-	-	-
SDXL 2025.06	55	-	-	-	-	-	-

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