Cinematic Story Generation on ViStoryBench

0.616CSD (Cross)AnimeAgent

Evaluation results

Method
AnimeAgent2026.02	0.616	0.785	0.727	0.767	3.73	3.85	3.81	3.04	3.61	77.6	5.74
AnimeAgent2026.02	0.616	0.785	0.727	0.767	3.73	3.85	3.81	3.04	3.61	77.6	5.74
MorphicStudio2026.02	0.577	0.628	0.603	0.677	3.07	2.66	3.36	2.11	2.8	60.8	4.96
GPT4o2026.02	0.481	0.68	0.42	0.522	3.65	3.78	3.91	2.68	3.51	69.3	5.49
OmniGen22026.02	0.454	0.6	0.548	0.647	3.48	3.43	2.87	2.61	3.1	70.2	5.25
Gemini2.52026.02	0.447	0.657	0.553	0.642	3.32	3.71	3.99	3.25	3.57	64.9	5.61
DSD2026.02	0.417	0.544	0.607	0.688	3.04	3.15	2.67	2.91	2.94	64.9	5.57
Aibrm2026.02	0.412	0.73	0.557	0.74	3.05	2.53	3.56	2.05	2.8	75.5	5.72
UNO2026.02	0.391	0.602	0.485	0.62	3.51	3.25	2.79	2.48	3.01	74.2	5.23
FreeCus2026.02	0.391	0.51	0.489	0.542	3.11	3.05	2.59	2.64	2.85	58.2	5.13
Qwen-ImageEdit2026.02	0.381	0.593	0.475	0.574	3.91	3.23	3.44	2.54	3.28	59.8	5.5
StoryGen2026.02	0.371	0.531	0.417	0.568	1.26	2.29	1.42	1.71	1.67	50.8	4.02
SeedDream-4.02026.02	0.369	0.585	0.28	0.539	3.43	3.82	3.98	0.53	2.94	49.5	5.21
Doubao2026.02	0.367	0.695	0.446	0.642	3.23	3.77	3.98	2.95	3.48	65.2	5.61
StoryDiffusion2026.02	0.34	0.547	0.436	0.565	2	3.45	2.64	2.68	2.69	57.4	5.13
Typemovie2026.02	0.325	0.646	0.464	0.621	3	2.61	2.86	2.3	2.69	74.1	5.32
Story-Adapter2026.02	0.325	0.737	0.401	0.626	1.93	3.28	2.55	2.46	2.56	59.3	4.89
Anim-Director2026.02	0.288	0.51	0.401	0.578	3.64	3.07	3.32	2.69	3.18	67.4	5.59
CharaConsist2026.02	0.282	0.553	0.315	0.519	3.58	3.39	2.76	2.23	2.99	57.9	5.88
ShenBi2026.02	0.275	0.575	0.418	0.585	2.81	3.45	3.79	2.72	3.19	61.3	5.07
MM-StoryAgent2026.02	0.238	0.669	0.388	0.596	2.92	2.61	1.85	1.63	2.25	61.5	5.88
SEED-Story2026.02	0.227	0.748	0.287	0.587	1.96	1.83	0.46	0.67	1.23	44.4	3.82
MOKI2026.02	0.214	0.694	0.372	0.621	1.88	0.94	2.88	1.1	1.7	46	5.79
TheaterGen2026.02	0.184	0.392	0.348	0.578	2.76	1.81	0.93	1.06	1.64	55.4	4.9