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Long Video Editing on LongV-EVAL 1.0 (test)

99.2DINO ScoreMLV-Edit
97.32897.81498.398.786Feb 2, 2026

Evaluation results

MethodLinks
MLV-Edit2026.0299.227.4827.7788.399.494.65.2545.19216.15
VACEstrategy=segment-and-stitch2026.0299.123.0922.388699.292.85.4465.31230.39
TokenFlowstrategy=segment-and-stitch2026.0298.627.3626.787.998.893.88.5228.62320.21
AdaFlowstrategy=native long-video2026.0298.225.9724.9987.698.694.26.2946.21619.99
RAVEstrategy=segment-and-stitch2026.0297.725.2926.9280.997.288.728.5427.4516.36
VideoPainterstrategy=native long-video2026.0297.423.6824.4384.998.287.519.9921.0418.33