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ResearchFormerly WizWand

PolyMNIST

Benchmarks

TaskDatasetSOTA resultTrendResults

Multimodal Synthesis

PolyMNIST

92.1Synthesis Coherence

26

Conditional Multi-component Generation

PolyMNIST

58.95FID

18

Unconditional Multi-component Generation

PolyMNIST

17.65FID

18

Multimodal Classification

PolyMNIST Missing Rate η=0.8

96.81Accuracy

16

Multimodal Classification

PolyMNIST Missing Rate η=0.6

99.87Accuracy

16

Multimodal Classification

PolyMNIST Missing Rate η=0

100Accuracy

16

Missing Modality Imputation

PolyMNIST (test)

57.6GQ

5