Model Evaluation Articles

Evaluating and Optimizing On-Device AI on Android: From Offline Benchmarks to Production Experiments

A from-scratch evaluation system for on-device AI: offline benchmarks for initial filtering, production confidence-distribution monitoring, and A/B experiments to drive decisions — cutting iteration cycles from 3 weeks to 1.5.