ResearchBenchmarksVideo Generation on LongLiveVideo Generation on LongLiveFollow81.6Color ConsistencyMemRoPE78.89679.59880.381.002Mar 12, 2026Evaluation resultsMethodMethodLinksColor ConsistencySubject ConsistencyBackground ConsistencyText AlignmentMotion SmoothnessOverall PreferenceMemRoPEBaseline=LongLive [44]Baseline=LongLive [44]2026.0381.670.283.366.171.971.1MemRoPEBaseline=∞-RoPE [47]Baseline=∞-RoPE [47]2026.0381.376.477.674.573.870.1MemRoPEBaseline=Deep Forcing...Baseline=Deep Forcing [48]2026.037975.281.970.572.472.6