https://swifttribune.walidsassi.com/tags/metrics/ Recent content in Metrics on SwiftTribune https://swifttribune.walidsassi.com/images/og-default.svg https://swifttribune.walidsassi.com/images/og-default.svg Hugo -- 0.147.8 en-us Sat, 12 Sep 2026 00:00:00 +0000 https://swifttribune.walidsassi.com/posts/apple-evaluations-multimodal-scoring/ Sat, 12 Sep 2026 00:00:00 +0000 https://swifttribune.walidsassi.com/posts/apple-evaluations-multimodal-scoring/ The final article in the AI Evaluations series: how to score a multimodal extraction. Fuzzy text matching with a containment ratio, an F1 score for line items, a judge that never sees the photo, and what the numbers said across 21 receipts.