Visual Storytelling on ViStoryBench Lite 2025

0.735CSD (Cross)Copy-Paste Baseline

Evaluation results

Method
Copy-Paste Baseline2026.04	0.735	0.77	0.911	0.993	0.62	2.08	0.87	1.55	1.28	92.76	5.46	4.39	0.55
Story-Adapter2026.04	0.518	0.609	0.49	0.605	1.91	3.44	2.56	2.7	2.65	70.34	11.49	4.89	0.25
OmniGen22026.04	0.491	0.648	0.576	0.668	3.49	3.29	3.49	2.55	3.07	73.44	8.21	5.21	0.298
CANVAS2026.04	0.491	0.72	0.61	0.71	3.5	3.75	3.23	3.9	3.6	60.34	14.89	5.6	0.312
GPT-4o*2026.04	0.481	0.68	0.42	0.522	3.649	3.781	3.907	2.684	3.505	69.33	9.02	5.49	0.209
Gemini-2.5*2026.04	0.447	0.657	0.553	0.642	3.319	3.709	3.991	3.25	3.567	64.86	10.54	5.61	0.255
UNO (?)2026.04	0.425	0.648	0.512	0.63	3.54	2.98	3.54	2.55	3.06	70.88	10.5	5.13	0.287
StoryDiffusion2026.04	0.409	0.611	0.46	0.575	1.91	3.41	2.64	2.75	2.68	62.48	8.18	5.21	0.251
StoryGen2026.04	0.405	0.562	0.405	0.591	1.05	2.32	1.43	1.75	1.64	52.98	7.15	4.09	0.277
QwenImageEdit-25092026.04	0.404	0.614	0.482	0.541	3.89	3.53	3.89	2.6	3.25	61.27	10.56	5.46	0.249
StoryGen2026.04	0.396	0.551	0.396	0.602	1.18	2.25	1.49	1.5	1.6	52.53	7.67	4.09	0.224
Gemini-3.0 Pro*2026.04	0.385	0.622	0.581	0.653	3.458	3.828	3.969	3.2	3.614	59.97	12.5	5.54	0.244
Story-Adapter2026.04	0.371	0.758	0.425	0.619	1.8	3.2	2.38	2.3	2.42	61.39	12.03	4.8	0.217
Gemini-2.0*2026.04	0.361	0.573	0.573	0.677	3.261	3.565	3.198	3.294	3.329	74.82	10.12	4.91	0.266
Story-Adapter2026.04	0.353	0.752	0.416	0.634	1.85	3.23	2.48	2.3	2.46	61.57	10.59	4.85	0.22
Story-Adapter2026.04	0.343	0.515	0.43	0.547	1.97	3.42	2.74	2.65	2.69	65.32	12.72	5.12	0.203
CharaConsist2026.04	0.333	0.646	0.347	0.539	3.69	3.61	2.86	2.21	3.09	62.1	10.84	5.78	0.216
StoryGen2026.04	0.316	0.617	0.316	0.61	0.89	2.41	1.39	2.05	1.68	40.13	6.25	3.86	0.24
StoryDiffusion2026.04	0.293	0.68	0.409	0.641	3.21	3	1.92	1.95	2.52	67.07	12.99	5.83	0.186
SEED-Story2026.04	0.258	0.763	0.559	0.656	2.17	1.93	1.49	2.89	1.87	64.33	4.9	3.81	0.306
TheaterGen2026.04	0.221	0.411	0.354	0.537	2.85	1.94	1.02	1.15	1.74	54.93	13.6	4.94	0.204