Share your thoughts, 1 month free Claude Pro on usSee more

Text-to-Image Generation on DPG-Bench (Compositional Metrics)

88.63Overall Score

Seedream 4.5

Updated 4d ago

Evaluation Results

Method
Seedream 4.5 2026.03	88.63	89.24	94.3	92.14	92.23	93.83
Qwen-Image 2026.02	88.32	91.32	91.56	92.02	94.31	92.73
Qwen-Image 2025.12	88.32	91.32	91.56	92.02	94.31	92.73
Qwen-Image 2026.02	88.32	91.32	91.56	92.02	94.31	92.73
Qwen-Image 2026.03	88.32	91.32	91.56	92.02	94.31	92.73
Qwen-Image 2025.11	88.32	91.32	91.56	92.02	94.31	92.73
BitDance 2026.02	88.28	89.53	93.76	92.47	91.81	90.26
Seedream 3.0 2026.02	88.27	94.31	92.65	91.36	92.78	88.24
Seedream 3.0 2025.11	88.27	94.31	92.65	91.36	92.78	88.24
Z-Image 2026.02	88.14	93.39	91.22	93.16	92.22	91.52
Z-Image 2026.03	88.14	93.39	91.22	93.16	92.22	91.52
X-Omni 2026.02	87.7	84.8	92.6	90.6	94.8	84.2
X-Omni 2025.12	87.65	84.8	92.59	90.63	94.75	84.2
STAR-7B 2025.12	87.44	94.97	92.91	91.62	94.3	83.82
STAR-3B 2025.12	87.3	93	90.49	91.71	90.72	92.75
Lumina-Image 2.0 2025.03	87.2	-	91.97	90.2	94.85	-
Lumina-Image-2.0 2026.02	87.2	-	91.97	90.2	94.85	-
Lumina-Image 2.0 2025.11	87.2	-	91.97	90.2	94.85	-
Nano Banana Pro 2026.03	87.16	91	92.85	91.56	92.39	89.93
LLaDA-o 2026.03	87.04	92.91	93.3	90.4	91.75	92.79
MoS-Image-L 2025.11	87.01	91.74	90.59	91.29	93.3	91.69
TUNA 2026.02	86.8	90.42	91.58	90.94	91.87	90.73
VQ-RAE 2026.02	86.6	89.8	93.1	89.9	90.3	91.2
Infinity-8B 2026.02	86.6	85.1	-	-	94.5	-
NOVA 2026.02	86.53	84.27	-	-	93.61	-
FastVAR 2026.02	86.46	84.8	-	-	92.3	-
SkipVAR 2026.02	86.4	83.91	-	-	90.52	-
MoS-Image-S 2025.11	86.33	89.29	92.17	92.09	89.38	90.18
GPT-4o 2025.12	86.23	82.27	91.27	87.67	93.85	88.71
Show-o2 2025.12	86.14	89	91.78	89.96	91.81	91.64
Show-o2 2026.03	86.14	89	91.78	89.96	91.81	91.64
Show-o2-7B 2025.11	86.14	89	91.78	89.96	91.81	91.64
Show-O2 2026.02	86.1	89	91.8	90	91.9	91.6
Lumina-DiMOO 2026.03	86.04	81.46	92.08	88.98	94.31	82
Nextflow 2026.02	86	92.4	90.1	90.5	92.7	91.1
HiDream-I1-Full 2025.12	85.89	76.44	90.22	89.48	93.74	91.83
HiDream-I1-Full 2026.02	85.89	76.44	90.22	89.48	93.74	91.83
HiDream-I1-Full 2025.11	85.89	76.44	90.22	89.48	93.74	91.83
ThinkGen* 2025.12	85.87	90.87	91.36	91.77	91.52	-
GvU 2026.03	85.68	85.28	91.38	90.25	93.88	85.2
EMMA 2025.12	85.63	91.24	91.71	90.59	92.23	90.02
Kelix 2026.02	85.5	84.5	91.5	89.2	93	84.4
Lumina-DiMOO + LADR 2026.03	85.42	84.19	91.47	89.12	94.2	81.2
NextStep-1 2026.02	85.28	-	-	-	-	-
CAFM 2026.04	85.21	89.55	89.83	89.99	91.2	91.88
InternVL-U 2026.03	85.18	90.39	90.78	90.68	90.29	88.77
coDrawAgents 2026.03	85.17	84.78	90.15	87.55	92.92	84.38
GPT Image 1 [High] 2025.12	85.15	88.89	88.94	89.84	92.63	90.96
GPT Image 1 2026.02	85.15	88.89	88.94	89.84	92.63	90.96
GPT Image 1 [High] 2026.03	85.15	88.89	88.94	89.84	92.63	90.96
GPT Image 1 [High] 2025.11	85.15	88.89	88.94	89.84	92.63	90.96
ThinkGen 2025.12	85.14	90.32	90.86	91.23	92.48	-
BAGEL 2025.12	85.07	88.94	90.37	91.29	90.82	-
BAGEL 2025.12	85.07	88.94	90.37	91.29	90.82	88.67
BAGEL 2025.12	85.07	88.94	90.37	91.29	90.82	88.67
BAGEL 2026.02	85.07	-	-	-	-	-
BAGEL 2026.03	85.07	88.94	90.37	91.29	90.82	88.67
BAGEL 2026.03	85.07	88.94	90.37	91.29	90.82	88.67
BAGEL 2026.03	85.07	88.94	90.37	91.29	90.82	88.67
Sana-1.5 2025.03	85	-	-	-	-	-
Z-Image-Turbo 2026.02	84.86	91.29	89.59	90.14	92.16	88.68
Sana-1.6B 2025.03	84.8	-	91.5	88.9	91.9	-
FLUX-schnell 2025.03	84.8	91.2	91.3	89.7	86.5	87
Sana 2025.03	84.8	86	91.5	88.9	91.9	90.7
GLM-Image 2026.02	84.78	87.74	90.25	89.08	92.15	90.17
SANA-1.5 2025.12	84.7	-	-	-	-	-
Mogao 2025.12	84.33	82.37	90.03	88.26	93.18	85.4
Mogao 2025.12	84.33	82.37	90.03	88.26	93.18	85.4
Mogao 2026.03	84.33	82.37	90.03	88.26	93.18	85.4
Mogao 2025.11	84.33	82.37	90.03	88.26	93.18	85.4
Janus-Pro 2026.02	84.2	86.9	88.9	89.4	89.3	89.5
Janus-Pro 2025.01	84.19	86.9	88.9	89.4	89.32	89.48
Janus-Pro-7B 2025.03	84.19	-	88.9	89.4	89.32	-
Janus-Pro 2025.12	84.19	86.9	88.9	89.4	89.32	-
Janus-Pro 2025.12	84.19	86.9	88.9	89.4	89.32	89.48
Janus Pro 2025.12	84.19	86.9	88.9	89.4	89.32	89.48
Janus-Pro 2026.02	84.19	86.9	88.9	89.4	89.32	89.48
Tar 2026.02	84.19	83.98	88.62	88.05	93.98	84.86
Janus-Pro 2026.03	84.19	86.9	88.9	89.4	89.32	89.48
Janus Pro 2026.03	84.19	86.9	88.9	89.4	89.32	89.48
Janus-Pro 2026.03	84.19	86.9	88.9	89.4	89.32	89.48
Janus-Pro 2025.11	84.19	86.9	88.9	89.4	89.32	89.48
TAR 2025.11	84.19	83.98	88.62	88.05	93.98	84.86
SD3 Medium 2026.02	84.1	87.9	91	88.8	80.7	88.7
SD3-medium 2025.03	84.1	87.9	91	88.8	80.7	88.7
SD3-Medium 2025.01	84.08	87.9	91.01	88.83	80.7	88.68
SD3-medium 2025.03	84.08	-	91.01	88.83	80.7	-
SD3-Medium 2025.12	84.08	87.9	91.01	88.83	80.7	-
SD3-medium 2025.12	84.08	87.9	91.01	88.83	80.7	88.68
SD3-medium 2025.12	84.08	87.9	91.01	88.83	80.7	88.68
SD3 Medium 2026.02	84.08	87.9	91.01	88.83	80.7	88.68
SD3-Medium 2026.03	84.08	87.9	91.01	88.83	80.7	88.68
SD3-medium 2026.03	84.08	87.9	91.01	88.83	80.7	88.68
XOmni 2026.03	84.08	80.24	91.03	86.95	92.84	80.8
SD3-Medium 2026.03	84.08	87.9	91.01	88.83	80.7	88.68
SD3-Medium 2026.03	84.08	87.9	91.01	88.83	80.7	88.68
SD3 Medium 2025.11	84.08	87.9	91.01	88.83	80.7	88.68
Lumina-DiMOO + ML-Cache 2026.03	84.02	81.46	90.37	88.16	93.27	84.4
FLUX.1-dev 2025.12	84	82.1	89.5	88.7	91.1	-
FLUX.1-dev 2025.12	84	82.1	89.5	88.7	91.1	89.4

Showing 100 of 265 rows