Table 1 Comparison with three methods under three datasets.

From: Incentive mechanism of foundation model enabled cross-silo federated learning

Method

MNIST

CIFAR-10

CIFAR-100

Auction mechanism10

74.4%

71.5%

68.1%

Contract theory14

66.1%

64.7%

63.7%

Repeated game6

77.9%

76.1%

67.7%

Our method

88.0%

85.5%

76.3%

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