Text-to-Video Generation on StoryEval-Bench 1.0 (test) benchmark leaderboard · SOTA2 Research

Text-to-Video Generation on StoryEval-Bench 1.0 (test)

60.4Human ScoreWan2.2-A14B + TS-Attn

Evaluation Results

Method	Links
Wan2.2-A14B + TS-Attn2026.04		60.4	53.6	52	63	45.3	70.5	44.3	56.2
Wan2.1-14B + TS-Attn2026.04		54.7	50	45.1	62.1	35.2	64.5	38.7	50.2
RoTE2026.05		54.7	52.8	42.4	53.1	36.3	61.2	36.9	49.4
Wan2.2-A14B2026.04		51.2	46.7	44.9	54.8	34.8	60.3	34	48.3
DiTCtrl + Wan2.2-A14B2026.04		50.5	48.4	39.8	57.9	26.2	60.1	33.4	46.5
MEVG + Wan2.2-A14B2026.04		47.7	39.7	40.5	47.6	28.3	57.8	28.9	43.1
SkyReels-V22026.04		43.8	39.9	35.4	43.1	27	55.9	26.7	40.6
Wan2.1-1.3B + TS-Attn2026.04		43.1	33.9	34.6	47	24.5	53.2	23.5	37.6
TS-Attn2026.05		42.2	45.4	36.6	52.8	33	56.9	25.5	41.8
Finetuned2026.05		41.9	39.8	37.1	50.8	26.7	55.8	23	39.3
Wan2.1-14B2026.04		41.4	37.2	31.9	45.2	21.9	53.8	24.6	37.6
Base2026.05		41.1	41.7	35.9	51.2	28	58.6	20.2	39.7
MAGI-1-24B2026.04		39.6	32.7	33.5	41.9	24.8	51.7	20.5	35.8
Hailuo2026.04		38.2	38.3	27.5	42.6	18	58.9	9.7	35.1
Kling-1.52026.04		37.2	44.9	36.6	39.4	36	60.8	16.4	40.1
Wan2.1-1.3B2026.04		32.4	31	24.9	30.6	22.1	42.3	17.6	29.1
CogVideoX-5B + TS-Attn2026.04		28	25.4	21.7	32.9	13.9	45.7	9.9	25.8
Vchitect-2.02026.04		21.5	19.9	20.4	22	15.2	42.8	3.9	21.7
Pyramid-Flow2026.04		17.8	16.5	12.8	23.4	9.7	35.1	1	16
CogVideoX-5B2026.04		17.1	16.4	14	16	7.4	35.4	4.6	16.4
Open-Sora 1.22026.04		16.4	18.3	16.2	24.7	11.8	32.7	4.3	17.9
Open-Sora-Plan 1.3.02026.04		9.1	9.7	9.4	13.2	7.1	18.2	3.2	9.4