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AV-MNIST dataset and benchmarks · SOTA2 Research

Research Datasets

AV-MNIST

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

AV-MNIST

72.38Accuracy

46

Multi-modal classification

AV-MNIST (val)

42.32Accuracy (Audio)

10

Multimodal Classification

AV-MNIST 100% conflict (test)

99.61Recall

8

Multimodal Classification

Conflict-AV-MNIST 50% (test)

99.45Recall

8

Multimodal Classification

Conflict-AV-MNIST 0% (test)

99.22Recall

8

Federated Learning

AV-MNIST alpha=0.1 (test)

97.73Accuracy (%)

7

Federated Learning

AV-MNIST

0.88Communication (MB/round)

7

Digit Classification

AV-MNIST Vision modality standard (test)

71.32Accuracy

4

AV-MNIST 3 modal

0.24Gap Statistic

3

Cross-modal Retrieval

AV-MNIST 3 modal

0.09Gap

3

Popular tasks

Multimodal Classification Federated Learning Cross-modal retrieval Classification Clustering

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