Video Generation on Storyeval (full) benchmark leaderboard · SOTA2 Research

Video Generation on Storyeval (full)

7.68Composite ScoreFlowCache

Evaluation Results

Method	Links
FlowCache2026.03		7.68	11.14	70.2	51.6	49.2	50.6	14.26	51.6
FlowCache2026.03		6.72	11.76	74.4	53.2	49.7	49.5	14.18	53.6
FlowCache2026.03		5.43	11.75	72.4	68.2	46.5	49	—	68
FlowCache2026.03		5.42	11.76	75.2	68	51.8	41.6	—	67.9
FlowCache2026.03		5.42	11.78	64.2	65.7	43.6	52.3	11.94	65.7
RTN2026.03		5.33	19.98	86.1	46.4	45.9	52.6	13.57	47.1
QuaRot KV2026.03		5.33	19.98	239	47.7	44.3	53.2	13.01	48
KIVI2026.03		5.31	19.99	94.7	53.1	24.3	73.5	—	52.7
QAQ2026.03		5.19	14.42	109.9	57.9	32.4	63.5	11.79	58.5
FlowCache2026.03		4.59	14.38	82.2	49.2	47.9	51.2	13.95	49.4
Age-Tier2026.03		4.41	14.38	101.9	46.9	46.3	52.3	13.67	47.3
FlowCache2026.03		4.26	14.38	91.3	49.8	45.1	52.8	—	49.6
SpatialMixed2026.03		3.69	14.38	106.6	42.1	43	58.7	12.64	41.9
Spatial Mixed2026.03		3.46	14.38	224.1	40	44.4	59.9	12.97	39.8
SpatialMixed2026.03		3.45	14.38	110.2	45.4	45.3	65.4	13.2	45.1
QuaRot KV2026.03		3.2	19.98	239.6	68.7	68.5	21.7	19.25	68.9
RTN2026.03		3.2	19.98	88.8	67.4	66.1	24.5	18.66	67.5
RTN2026.03		3.2	22.64	64.6	67.8	65.4	25.2	18.55	67.9
KIVI2026.03		3.19	19.99	93	63.5	42.4	57.5	12.41	63.5
KIVI2026.03		3.19	22.63	66.7	64.5	41.4	56.9	12.49	64.1
Age-Tier2026.03		3.18	14.38	102.4	67.4	66.1	24.5	18.66	67.6
SpatialMixed2026.03		3.18	14.38	106.6	60.6	58.7	34.9	—	60.7
QAQ2026.03		3.15	14.42	109.9	56.7	23.8	71.9	11.03	57.1
TPTQ2026.03		2.72	19.77	166.6	65.4	61.5	30.1	17.03	65.8
RTN2026.03		2.43	21.37	68.6	68	72.1	18.7	—	68.4
QuaRot KV2026.03		2.43	21.69	112.9	66.6	70.7	22.2	—	67
PRQ2026.03		2	20.69	155.6	69.8	73.3	17.9	20.66	69.8
PRQ2026.03		1.6	20.69	158	69.9	72.4	18.8	—	69.9