Text-to-Image Generation on DPGBench

92.45Attribute ScoreTwinFlow

Evaluation results

Method
TwinFlow2026.04	92.45	92.86	92.12	92.63	92.34	86.52
Qwen-Image2026.04	92.02	94.31	91.56	92.73	91.32	88.32
APEX 20B2026.04	91.38	90.65	90.95	91.73	93.12	86.17
Seedream 3.02026.04	91.36	92.78	92.65	88.24	94.31	88.27
SD3.5-Medium2026.04	91.01	88.83	87.9	80.7	84.08	88.68
FLUX.1-schnell2026.04	90.82	88.35	86.62	93.45	84.94	82
APEX 20B2026.04	90.71	91.3	91.14	91.98	92.46	85.77
APEX 20B2026.04	90.65	91.17	89.76	90.75	93.25	84.59
APEX 1.6B2026.04	90.63	90.98	90.56	90.94	90.77	83.22
APEX 0.6B2026.04	90.44	90.77	90.36	90.73	90.58	82.66
Janus-Pro + OSPO2025.05	90.42	87.24	89.09	87.08	89.21	84.46
Lumina-Image 2.02026.04	90.2	94.85	91.97	—	—	87.2
Show-o22025.05	89.96	91.81	91.78	91.64	89	86.14
Janus-Pro + SILMM2025.05	89.87	91.91	88.67	82.6	78.22	83.56
GPT Image 1 [High]2026.04	89.84	92.63	88.94	90.96	88.89	85.15
DALL-E 32025.05	89.61	88.39	90.58	89.83	90.97	83.5
HiDream-I1-Full2026.04	89.48	93.74	90.22	91.83	76.44	85.89
Janus-Pro + SILMM2025.05	89.47	91.26	90.33	88.37	91.46	84.56
Janus-Pro-7B2026.04	89.4	89.32	88.9	89.48	86.9	84.19
Janus-Pro + OSPO2025.05	89.03	89.45	92.14	84.22	91.09	85.61
SD3.5-Large2026.04	88.99	87.35	84.27	93.28	83.21	80.35
FLUX.1 [Dev]2026.04	88.96	90.87	90	88.33	74.35	83.84
PixArt-Σ2026.04	88.94	86.59	82.89	87.68	86.89	80.54
DALL-E 32026.04	88.39	90.58	89.61	89.83	90.97	83.5
Unitok-MLLM2025.05	88.37	91.39	88.13	87.54	83.98	81.87
Janus-Pro2025.05	88.17	88.98	88.63	88.3	87.58	82.63
Janus-Pro-1B2026.04	88.17	88.98	88.63	88.3	87.58	82.63
Hunyuan-DiT2026.04	88.01	74.36	80.59	86.41	84.59	78.87
Janus2026.04	87.7	85.46	87.38	86.41	82.33	79.68
Emu3-Gen2026.04	86.84	90.22	86.68	83.15	85.21	80.6
CCFG2024.11	86.5	91	88.3	81.6	83.9	82.7
Lumina-Next2026.04	86.44	80.53	88.65	81.82	82.82	74.63
CFG-zero2024.11	86.4	91.3	87.9	84.8	84.5	82.6
Emu32025.05	86.33	90.61	87.17	89.75	87.54	81.6
SD3.5-Turbo2026.04	86.13	84.73	80.12	91.86	79.03	78.29
Janus-Pro2025.05	86.11	92.72	88.3	88.85	82.62	83.81
CFG2024.11	86.1	91	87.8	78	84.4	82.5
Playground v32026.04	85.71	90.9	91.94	90	87.04	92.72
SD-XL2025.05	82.43	80.91	86.76	80.41	83.27	74.65
CCFG2024.11	81	87.3	82.2	60	86.3	75.2
SEA-SDXL2026.04	80.93	87.12	81.15	60	86.02	74.61
SDXL2026.04	80.91	86.76	82.43	80.41	83.27	74.65
SEA-SDXL2026.04	80.79	86.92	81.57	65.2	81.16	74.32
CFG2024.11	80.7	87.1	82.7	66.8	85.4	75.1
SEA-SDXL2026.04	80.43	86.34	81.86	61.6	85.41	74.75
SEA-SDXL2026.04	79.98	85.96	81.36	63.2	82.67	74.39
CFG++2024.11	79.7	87.5	82.1	64.4	87.2	74.4
StabilityAI SDXL2026.04	79.18	86.38	81.07	60	83.89	73.75
PixArt-α2026.04	78.6	82.57	79.32	76.96	74.97	71.11
SD v1.52026.04	75.39	73.49	74.23	67.81	74.63	63.18
CCFG2024.11	73.7	80	73	56	83	64.2
CFG2024.11	73.4	79.4	73.1	55.6	83.9	63.5
CFG++2024.11	72.2	81	72	55.2	76.9	63