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Text-to-Image Generation on DPG-Bench (test)

94.31Global Fidelity

Seedream 3.0

Updated 3d ago

Evaluation Results

Method
Seedream 3.0 2026.02	94.31	92.65	91.36	92.78	88.24	88.27	-	-
SkipVAR 2026.02	92.648	90.591	91.032	90.088	86.008	86.293	1.71	-
Infinity 2026.02	92.144	89.741	90.376	92.084	91.862	86.44	1	-
T2I-R1 2025.12	91.79	90.23	89.05	90.13	89.48	84.76	-	-
SparVAR 2026.02	91.729	91.068	91.031	90.354	89.072	86.468	2.28	-
Qwen-Image 2026.02	91.32	91.56	92.02	94.31	92.73	88.32	-	-
Z-Image-Turbo 2026.02	91.29	89.59	90.14	92.16	88.68	84.86	-	-
DALLE3 2025.12	90.97	89.61	88.39	90.58	89.83	83.5	-	-
SparVAR 2026.02	89.216	88.896	88.004	89.279	89.366	82.891	1.58	-
FAIL-PG 2026.02	89.19	91.68	90.18	92.36	88.43	86.42	-	-
SparVAR 2026.02	89.021	89.174	87.274	91.015	84.405	82.858	1.38	-
BAGEL 2025.12	88.94	90.37	91.29	90.82	88.67	85.07	-	-
GPT-Image-1 High 2026.02	88.89	88.94	89.84	92.63	90.96	85.15	-	-
OmniGen2 2025.12	88.81	88.83	90.18	89.37	90.27	83.57	-	-
Infinity 2026.02	88.499	88.12	88.957	88.767	84.521	82.839	1	-
SparVAR 2026.02	88.227	91.863	90.703	92.239	86.758	86.409	2.05	-
SD3 Medium 2026.02	87.9	91.01	88.83	80.7	88.68	84.08	-	-
SD3-medium 2025.12	87.9	91.01	88.83	80.7	88.68	84.08	-	-
OmniGen 2025.12	87.9	88.97	88.47	87.95	83.56	81.16	-	-
SparVAR 2026.02	87.306	91.51	90.862	91.565	90.193	86.411	1.57	-
FastVAR 2026.02	87.295	91.466	90.048	91.113	90.308	86.332	1.79	-
Janus-Pro-7B 2026.02	86.9	88.9	89.4	89.32	89.48	84.19	-	-
Janus Pro 2025.12	86.9	88.9	89.4	89.32	89.48	84.19	-	-
SkipVAR 2026.02	85.273	89.115	89.289	89.519	84.836	82.877	1.33	-
Emu3-Gen 2026.02	85.21	86.68	86.84	90.22	83.15	80.6	-	-
EMU3 2025.12	85.21	86.68	86.84	90.22	83.15	80.6	-	-
FAIL-PD 2026.02	85	91.65	90.22	92.52	91.62	87.32	-	-
Hunyuan-DiT 2026.02	84.59	80.59	88.01	74.36	86.41	78.87	-	-
Hunyuan-DiT 2025.12	84.59	80.59	88.01	74.36	86.41	78.87	-	-
NPC_FLUX 2025.12	83.88	91.12	87.69	93.34	83.03	85.38	-	-
SparVAR 2026.02	83.864	88.945	88.274	90.883	81.888	82.663	1.7	-
UniWorld-V1 2025.12	83.64	88.39	88.44	89.27	87.22	81.38	-	-
SDXL 2025.12	83.27	82.43	80.91	86.76	80.41	74.65	-	-
Janus 2026.02	82.33	87.38	87.7	85.46	86.41	79.68	-	-
FLUX.1-dev 2025.12	82.1	89.5	88.7	91.1	89.4	84	-	-
ScaleKV 2026.02	81.876	90.041	89.666	94.464	92.675	86.333	0.67	-
FastVAR 2026.02	81.784	90.195	89.311	94.084	84.496	86.343	1.14	-
FastVAR 2026.02	81.423	88.267	88.184	90.127	89.351	82.651	1.33	-
Show-o 2025.12	79.33	75.44	78.02	84.45	60.8	67.27	-	-
TokenFlow-XL 2025.12	78.72	79.22	81.29	85.22	71.2	73.38	-	-
ScaleKV 2026.02	78.088	88.55	87.495	90.229	89.468	82.885	0.7	-
FastVAR 2026.02	77.291	89.168	88.537	91.932	84.637	82.723	1.01	-
FLUX.1 Dev 2026.02	74.35	90	88.96	90.87	88.33	83.84	-	-
SnapGen 2026.01	-	-	-	-	-	-	-	81.1
PixArt-α 2026.01	-	-	-	-	-	-	-	71.1
PixArt-Σ 2026.01	-	-	-	-	-	-	-	80.5
SANA 2026.01	-	-	-	-	-	-	-	84.8
LUMINA-Next 2026.01	-	-	-	-	-	-	-	74.6
SD3-Medium 2026.01	-	-	-	-	-	-	-	84.1
SDXL 2026.01	-	-	-	-	-	-	-	74.7
Playgroundv2.5 2026.01	-	-	-	-	-	-	-	75.5
IF-XL 2026.01	-	-	-	-	-	-	-	75.6
SD3.5-Large 2026.01	-	-	-	-	-	-	-	85.6
Flux.1-dev 2026.01	-	-	-	-	-	-	-	83.8
Ours-tiny 2026.01	-	-	-	-	-	-	-	84.6
Ours-small 2026.01	-	-	-	-	-	-	-	85.2
Ours-full 2026.01	-	-	-	-	-	-	-	87.2