F1-Score Meets Photonics: 99.73% Accuracy

Experimental results show optical CNNs nearly match electronic models.
 Only 0.03% loss from full-precision baselines.
 4-bit configurations balance performance and power perfectly.
 High accuracy meets hardware efficiency.
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