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ResearchFormerly WizWand

Video Editing on VPBench (test)

26.36CLIP ScoreDIFFPIR
25.725625.890326.05526.2197Feb 15, 2026
Updated 8mo ago

Evaluation results

MethodLinks
DIFFPIRPrior Model=Wan2.1, Runtime=5min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0226.360.1328.52
BLENDED-DIFFPrior Model=Wan2.1, Runtime=5min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0226.330.1426.95
DDNMPrior Model=Wan2.1, Runtime=5min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0226.310.1330
FLAIRPrior Model=Wan2.1, Runtime=5min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0226.30.1329.94
Wan2.1VACEPrior Model=Wan2.1, Runtime=5min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-based2026.0226.290.1132.69
DINGPrior Model=Wan2.1, Runtime=5min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0226.240.1329.21
FLOWCHEFPrior Model=Wan2.1, Runtime=5min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0226.170.1625.22
DIFFPIRPrior Model=LTX, Runtime=2min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0226.130.1522.57
BLENDED-DIFFPrior Model=LTX, Runtime=2min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0226.110.1521.82
DDNMPrior Model=LTX, Runtime=2min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0226.090.1523.87
FLAIRPrior Model=LTX, Runtime=2min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0226.030.1525.31
FLOWCHEFPrior Model=LTX, Runtime=2min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0225.830.1919.52
DINGPrior Model=LTX, Runtime=2min 25s / video, Resolution=(512, 928, 97), Training Protocol=training-free2026.0225.750.1622.9