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PolyMNIST dataset and benchmarks · SOTA2 Research

Research Datasets

PolyMNIST

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA 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

Popular tasks

Multimodal Classification Unconditional Multi-component Generation Conditional Multi-component Generation Missing Modality Imputation Multimodal Synthesis

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