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ResearchFormerly WizWand

Video Generation on MSRVTT (val)

414FVDMCM
172.21,804.353,436.55,068.65Jun 11, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MCMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=4, zero-shot=true2024.0641428.86
MCMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=2, zero-shot=true2024.0643429.02
DPM++Teacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=4, zero-shot=true2024.0646728.51
MCMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=8, zero-shot=true2024.0648228.28
MCMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=1, zero-shot=true2024.0650128.37
DPM++Teacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=8, zero-shot=true2024.0655229.7
MCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=8, zero-shot=true2024.0667529.13
LCMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=4, Implementation=our impl., zero-shot=true2024.0671328.45
LCMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=8, Implementation=our impl., zero-shot=true2024.0671729.01
AnimateLCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=8, zero-shot=true2024.0674027.67
DPM++Teacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=8, zero-shot=true2024.0679429.1
MCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=4, zero-shot=true2024.0680129.64
LCMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=2, Implementation=our impl., zero-shot=true2024.0682028.01
AnimateLCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=4, zero-shot=true2024.0682429.58
LCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=8, Implementation=our impl., zero-shot=true2024.0683028.65
DDIMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=8, zero-shot=true2024.0684126.76
DPM++Teacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=4, zero-shot=true2024.0687627.62
AnimateDiff-LightningTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=4, zero-shot=true2024.0689229.12
AnimateDiff-LightningTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=8, zero-shot=true2024.0693228.77
DDIMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=8, zero-shot=true2024.0693327.36
LCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=4, Implementation=our impl., zero-shot=true2024.0695628.37
MCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=2, zero-shot=true2024.061,03629.4
LCMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=1, Implementation=our impl., zero-shot=true2024.061,09426.78
LCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=2, Implementation=our impl., zero-shot=true2024.061,18027.33
MCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=1, zero-shot=true2024.061,19728.95
AnimateDiff-LightningTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=2, zero-shot=true2024.061,25928.77
AnimateDiff-LightningTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=1, zero-shot=true2024.061,26027.38
LCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=1, Implementation=our impl., zero-shot=true2024.061,27625.75
AnimateLCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=2, zero-shot=true2024.061,27828.52
DPM++Teacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=2, zero-shot=true2024.061,33624.85
DDIMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=4, zero-shot=true2024.061,44522.57
DPM++Teacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=2, zero-shot=true2024.061,44724.5
AnimateLCMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=1, zero-shot=true2024.061,57827.56
DPM++Teacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=1, zero-shot=true2024.062,00422.93
DPM++Teacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=1, zero-shot=true2024.062,03923.48
DDIMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=2, zero-shot=true2024.062,30520.33
DDIMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=4, zero-shot=true2024.062,77422.87
DDIMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=2, zero-shot=true2024.064,35020.94
DDIMTeacher=AnimateDiff, Resolution=512x512x16, Sampling Steps=1, zero-shot=true2024.064,78220.9
DDIMTeacher=ModelScopeT2V, Resolution=256x256x16, Sampling Steps=1, zero-shot=true2024.066,45921.49