From 13437e0d8b6eba168afbf55cedcaae92f7919193 Mon Sep 17 00:00:00 2001 From: Duncan Tourolle Date: Tue, 11 Aug 2026 20:53:59 +0200 Subject: [PATCH] docs: correct scene-boundary detector F1 numbers to measured values MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The boundary-detection paragraph understated the detector. Replace the stale "~34% F1 vs ~27%" (a pre-C++-retrain figure with no backing artifact) with the measured numbers at the shipped ±20s tolerance: - leave-one-out macro boundary F1 = 44.1% (honest generalisation) - grayscale baseline = 29.8% - train-all (shipped model) = 72.9% (per-film 51-86%) computed from experiments/results/scene_boundary/xgb_report.json and per-film leave-one-out runs of train_xgb_cpp.py. Also correct the false claim that the low-contrast grades "cannot generalise held out" — Scarface held out scores 32%, Café Society 51%, both above grayscale (0% and 31%). Split the evolution figure into two panels so the strict-±2s feature-development curve is no longer mistaken for the shipped result: left = feature progress at ±2s, right = shipped detector at the ±20s tolerance the pipeline uses. --- .../images/scene_detector_evolution.png | Bin 0 -> 81976 bytes docs/scene-boundary-detector.md | 28 +++++++++++---- scripts/scene_detector/make_figures.py | 33 ++++++++++++++---- 3 files changed, 47 insertions(+), 14 deletions(-) create mode 100644 docs/assets/images/scene_detector_evolution.png diff --git a/docs/assets/images/scene_detector_evolution.png b/docs/assets/images/scene_detector_evolution.png new file mode 100644 index 0000000000000000000000000000000000000000..a684941879de18c1b671375cc35be742424c0701 GIT binary patch literal 81976 zcmeFZWmMPQ_XYS78w&&s3_?X3Q4Ek!1f^6!N>V_S5R{h2KnV$@3_?kfMpDWEQ9uwR zloSvt=}u=~pa1-4&8u1SW?qeJ`TIQ!`NrqobI;jl?|rV9;<+;$Xqjm#irOG6Bc)7H zD?=!XMt03A{6zSLfi?b5#70`f=EC(WHum~fM$}n-n;X}z+gvj-V6`){vNpMHafn~= 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