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ResearchFormerly WizWand

Text-to-Video Generation on MSR-VTT

0.3204CLIPSIMDysen-VDM
0.2369920.2586460.28030.301954Apr 18, 2023Jun 5, 2023Jul 24, 2023Sep 11, 2023Oct 30, 2023Dec 18, 2023Feb 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Dysen-VDMZero-shot=true2023.080.320412.64—
Make-A-VideoZero-Shot=true2023.040.3049——
Make-A-VideoZero-Shot=true2023.040.3049——
Make VideoZero-shot=true2023.080.304913.17—
Make-A-VideoData size=20M, Public data=true, Zero-shot=true2024.020.304913.17—
VideoPoetData size=270M, Public data=false, Zero-shot=true2024.020.3049—213
Video-LaVITData size=10M, Public data=true, Zero-shot=true2024.020.301211.27188.36
VideoFactoryZero-shot=true2023.080.3005——
InternVidZero-shot=true2023.080.2951——
InternVidData size=28M, Public data=true, Zero-shot=true2024.020.2951——
VideoComposerData size=10M, Public data=true, Zero-shot=true2024.020.2932—580
Video LDMBackbone=SD 2.1, Zero-Shot=true2023.040.2929——
Video LDMZero-Shot=true2023.040.2929——
AlignLatentZero-shot=true2023.080.2929——
Video LDMData size=10M, Public data=true, Zero-shot=true2024.020.2929——
Video LDMBackbone=SD 1.4, Zero-Shot=true2023.040.2848——
Latent-ShiftZero-shot=true2023.080.277315.23—
Latent-VDMZero-shot=true2023.080.275614.25—
CogVideo (English)Zero-Shot=true2023.040.2631——
CogVideo (English)Zero-Shot=true2023.040.2631——
CogVideoZero-shot=true2023.080.263123.59—
CogVideoData size=5.4M, Public data=true, Zero-shot=true2024.020.263123.591,294
CogVideo (Chinese)Zero-Shot=true2023.040.2614——
CogVideo (Chinese)Zero-Shot=true2023.040.2614——
NÜWAZero-Shot=false2023.040.2439——
NÜWAZero-Shot=false2023.040.2439——
GODIVAZero-Shot=false2023.040.2402——
GODIVAZero-Shot=false2023.040.2402——
CogVideoModel Type=T2V2024.03—23.591,294
Make-A-VideoModel Type=T2V2024.03—13.17—
ModelScopeT2VModel Type=T2V2024.03—11.09550
PYoCoData size=22.5M, Public data=false, Zero-shot=true2024.02—9.73—
VideoComposerModel Type=T2V2024.03——580