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Video Editing on FiVE-Bench (test)

10.27Structural DistanceStreamGVE (SF)
7.242827.676448.1168.5436May 20, 2026

Evaluation results

MethodLinks
StreamGVE (SF)Variant=Self Forcing, Time (s) Per Frame=0.602026.0510.2728.4749.8421.8887.5226.9521.734.3890.9351.94
VideoGrainUses Depth/Segmentation Maps=true, Time (s) Per Frame=27.122026.0512.427.05185.2125.179.1325.6920.314.0888.5737.23
Wan-EditTime (s) Per Frame=3.072026.0512.5325.5794.6141.8482.5526.3921.236.5489.4346.97
StreamGVE (SF)Variant=Self Forcing, Input: Pre-provided Edited First Frame=true, Time (s) Per Frame=0.712026.0513.0926.8565.3237.5885.3626.9921.644.5789.9158.64
StreamGVE (LL)Variant=LongLive, Input: Pre-provided Edited First Frame=true, Time (s) Per Frame=0.762026.0515.6925.7467.0440.784.2927.2222.114.6189.1261.19
StreamGVE (LL)Variant=LongLive, Time (s) Per Frame=0.692026.0515.7725.4365.3544.3684.1527.3222.134.4189.4755.04
UniEdit-FlowTime (s) Per Frame=1.112026.0518.3124.43223.0745.2378.626.0620.924.388.5750.1
VidToMeTime (s) Per Frame=3.252026.0522.3721.15263.9188.7570.6926.8421.054.6890.0626.77
Pyramid-EditTime (s) Per Frame=1.442026.0528.6520.84276.5995.6371.7226.8220.25.4880.5943.84
TokenFlowTime (s) Per Frame=8.042026.0535.6219.06263.61138.6572.5126.4621.154.018927.43
DMTOptimization Required=true, Time (s) Per Frame=25.982026.0585.9514.71404.6372.7851.6426.6621.445.2482.348.42