Dense prompt following on DPG-Bench v1.0 (test) benchmark leaderboard · SOTA2 Research

Dense prompt following on DPG-Bench v1.0 (test)

93.08Entity ScoreNucleus-Image

Evaluation Results

Method	Links
Nucleus-Image2026.04		93.08	85.1	92.2	93.56	93.62	88.79
Seedream 3.02026.04		92.65	94.31	91.36	92.78	88.24	88.27
Lumina-Image 2.02026.04		91.97	—	90.2	94.85	—	87.2
Qwen-Image2026.04		91.56	91.32	92.02	94.31	92.73	88.32
SD3 Medium2026.04		91.01	87.9	88.83	80.7	88.68	84.08
HiDream-I1-Full2026.04		90.22	76.44	89.48	93.74	91.83	85.89
FLUX.1 Dev2026.04		90	74.35	88.96	90.87	88.33	83.84
DALL-E 32026.04		89.61	90.97	88.39	90.58	89.83	83.5
GPT Image 1 High2026.04		88.94	88.89	89.84	92.63	90.96	85.15
Janus-Pro-7B2026.04		88.9	86.9	89.4	89.32	89.48	84.19
Lumina-Next2026.04		88.65	82.82	86.44	80.53	81.82	74.63
Janus-Pro-1B2026.04		88.63	87.58	88.17	88.98	88.3	82.63
Janus2026.04		87.38	82.33	87.7	55.46	86.41	79.68
Emu3-Gen2026.04		86.68	85.21	86.84	90.22	83.15	80.6
PixArt-Σ2026.04		82.89	86.89	88.94	86.59	87.68	80.54
Playground v2.52026.04		82.59	83.06	81.2	84.08	83.5	75.47
SDXL2026.04		82.43	83.27	80.91	86.76	80.41	74.65
HunyuanDiT2026.04		80.59	84.59	88.01	74.36	86.41	78.87
PixArt-α2026.04		79.32	74.97	78.6	82.57	76.96	71.11
SD v1.52026.04		74.23	74.63	75.39	73.49	67.81	63.18