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 data n = frames behind the value — = not run or not applicable (see each region's notes) Site names and method names link out (new tab)

Coral Cover: Anguilla 2026

4 sites · 302 photos

No gold standard.

SiteDateClaudeDINOv3Coralscapes v1Coralscapes v2CoralSCOPMean ± SD of CVRange
Deep South2026-02-286.6n=6313.3n=639.8n=6311.3n=6320.5n=6113.5 ± 7.06.6–20.5
Oosterdiep Wreck2026-02-283.4n=6616.2n=666.0n=666.1n=6615.2n=6011.6 ± 7.13.4–16.2
The Pipe2026-03-026.6n=6519.4n=6510.2n=6511.0n=6519.3n=5815.1 ± 7.46.6–19.4
Catheley H2026-03-026.2n=10814.7n=1089.4n=1089.7n=10816.5n=10712.5 ± 5.56.2–16.5
All sites (unweighted mean)5.715.98.89.517.913.2 ± 6.55.7–17.9
Notes for Anguilla 2026 (11)
  • [a] PENDING Anderson's annotations (not hand-annotated yet; 'I'll do them later', 2026-09-29).
  • [b] PENDING Anderson's annotations (not hand-annotated yet; 'I'll do them later', 2026-09-29).
  • [c] Value read from cv_method_tables.json (injector output, generated 2026-09-28 22:33); the scope text there gives denominator and frame set.
  • [d] DINOv3 (in-house, frozen Alor/Indonesia model) = mean hard-coral probability over 20 synthesized points per photo, NO water/fish class, so not a benthic denominator (from the map build's hard_coral_cover_by_site.csv).
  • [e] Coralscapes (v1 EPFL-ECEO/coralscapes-vit-b-dpt; v2 coralscapesv2-dinov3-vitb-lora-dpt) is not trusted (Anderson): shown, never averaged. Area fraction, not a point count.
  • [f] 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.
  • [g] Not applicable: no edited set exists (backlog 09-25: 0 edited frames).
  • [h] Claude = blind 7-call point count on the UNEDITED photos, 20 points per photo, (HC+BL)/(20 − WATER − FISH − OBST), UNK kept in; mean across photos (arm ledgers, via cv_method_tables.json).
  • 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 (*).
  • Methods: Claude (Anthropic); DINOv3 (Meta; paper; used here as the frozen backbone of the in-house classifier); Coralscapes v1 and v2 (EPFL-ECEO; dataset paper, code); CoralSCOP (Zheng et al., CVPR 2024); CoralNet.
  • 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.

All regions

This trip: what has run, photo basis and photo counts

TripDivesPhotosReference / transectsManual pointsCoralNetClaudeDINOv3Coralscapes v2Coralscapes v1CoralSCOPTable
Anguilla 20264348—pending Anderson's annotationspending Anderson's annotations302/302 UNEDITED - full-set arm, complete302 UNEDITED302 UNEDITED302 UNEDITED299 ok UNEDITEDincluded