Shaded value = in the CV mean (shade deepens with cover)Grey italic = shown for comparison but left out of the CV mean: the gold standard and manual CoralNet annotations (human reference values, not models), Coralscapes (not trusted), and any value that reuses the reference's own datan = frames behind the value— = not run or not applicable (see each region's notes)Site names and method names link out (new tab)
[a] No gold standard exists (no transect, no frames manually annotated in CoralNet).
[b] Not applicable: no CoralNet source / hand annotations exist for these photos.
[c] Not run on these photos.
[d] Not run on these photos.
[e] Not run on these photos.
[f] Not applicable: EDITED region by ruling.
[g] Claude = blind 7-call point count on the EDITED photos (20 points per photo, (HC+BL)/(20 − WATER − FISH − OBST), UNK kept in); value = the site's headline as printed on its page (arm ledgers, hash-verified 2026-10-01).
[h] CoralSCOP = per-frame sum of colony-mask area fractions (zero-filled; overlapping masks double-count), averaged over frames with an ok row. Area index, not a point count: denominator differs from any point-count reference.
[i] CoralSCOP (mask-sum area index) = the value the map published before the Claude arm, from the earlier folder-level CoralSCOP run; NOT frame-matched to the Claude photos (n = that run's frames where recorded). Comparison only, never averaged.
Mean/Range: Mean ± SD and Range are over the CV cells that enter the mean (CoralNet where independent, DINOv3, CoralSCOP unedited/edited, Claude). Gold standard, frames manually annotated in CoralNet, Coralscapes and same-measurement cells are shown but never averaged (*).
Headline (site page): the coral-cover figure the site's page, report card and map pop-up print, with its method; it is never averaged into the CV mean.
Sites: names drop the region prefix (hover for the full name) and link to the site's CRD page, or to the regional summary page where the site has none. Date = survey date from the map pins (first–last visit); sites are listed earliest first, undated sites last.