Table 5 Generalization and accuracy in a federated learning context.

From: A quantum-driven multi-stage framework integrating variational entanglement, reinforcement learning, and federated explainability for climate-resilient farming

Model

Model accuracy (%)

Communication overhead (MB)

Accuracy drop across farms (%)

Proposed model

92.3

27.1

2.6

[3]

83.0

47.3

7.8

[8]

86.5

42.5

6.1

[25]

88.7

36.9

4.9

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