MAGVIT: Masked Generative Video Transformer

Benchmark Model Rank Results
video-generation-on-bair-robot-pushingMAGVIT#1FVD score: 62Cond: 1Train: 15Pred: 15
video-generation-on-kinetics-600-12-framesMAGVIT#2FVD: 9.9
video-generation-on-ucf-101MAGVIT (-L-CG, 128x128, class-conditional)#5FVD16: 76±2Inception Score: 89.27±0.15
video-generation-on-ucf-101MAGVIT (-B-CG, 128x128, class-conditional)#10FVD16: 159±2Inception Score: 83.55±0.14
video-generation-on-ucf-101MAGVIT (AR)#15FVD16: 265
video-prediction-on-bair-robot-pushing-1MAGVIT (-L-FP)#1FVD: 62±0.1
video-prediction-on-bair-robot-pushing-1MAGVIT (-B-FP)#2FVD: 76±0.1
video-prediction-on-kinetics-600-12-framesMAGVIT (-L-FP)#3FVD: 9.9±0.3Cond: 5Pred: 11
video-prediction-on-kinetics-600-12-framesMAGVIT (-B-FP)#7FVD: 24.5±0.9Cond: 5Pred: 11