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

Visual Storytelling on ViStoryBench Lite 2025

0.735CSD (Cross)

Copy-Paste Baseline

Updated 3d ago

Evaluation Results

Method
Copy-Paste Baseline 2026.04	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-Adapter 2026.04	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
OmniGen2 2026.04	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
CANVAS 2026.04	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
StoryDiffusion 2026.04	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
StoryGen 2026.04	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-2509 2026.04	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
StoryGen 2026.04	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-Adapter 2026.04	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-Adapter 2026.04	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-Adapter 2026.04	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
CharaConsist 2026.04	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
StoryGen 2026.04	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
StoryDiffusion 2026.04	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-Story 2026.04	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
TheaterGen 2026.04	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