Lamiaceae and Scrophulariaceae

Nepeta cataria vs Scrophularia californica

These two are not on this page because a keyword tool suggested them. They are here because our own identification model genuinely mistook one for the other, on real photographs, 3 times. We publish the rate, and then we tell you what actually separates them.

Confused 3x by our model Method published

Side by sidefigs. a and b

Nepeta cataria, photographed by Steven Bodzin
fig. a Steven Bodzin, CC BY 4.0

Nepeta cataria

Catnip
Scrophularia californica, photographed by Randal
fig. b Randal, CC0 1.0

Scrophularia californica

California beeplant

How often our model gets it wrong measured, not estimated

When the plant was The model said How often
Nepeta cataria Scrophularia californica 3 of 19 (16%)

The confusion runs one way only. The model mistakes Nepeta cataria for Scrophularia californica, but not the reverse.

Measured on 38,299 openly licensed, research-grade photographs. Full method and dataset.

What actually separates themon the record

Family Lamiaceae versus Scrophulariaceae. Different families, which is a real separation.
Genus Nepeta versus Scrophularia.
Flowering Peaks in July versus April. If the plant is in flower, timing helps. (n = 1,224 and 2,017.)

What we do not have yet: the diagnostic morphological character that a botanist would key on, from a source we can cite. We are not going to invent one. Until we have it, this page tells you the two are genuinely confusable, how often, and what the taxonomy and the flowering data do and do not settle.

Both recordsfull pages